PEP

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UNdata

region group fertility ppgdp lifeExpF pctUrban
Afghanistan Asia other 5.968 499 49.49 23
Albania Europe other 1.525 3677.2 80.4 53
Algeria Africa africa 2.142 4473 75 67
Angola Africa africa 5.135 4321.9 53.17 59
Anguilla Caribbean other 2 13750.1 81.1 100
Argentina Latin Amer other 2.172 9162.1 79.89 93
Armenia Asia other 1.735 3030.7 77.33 64
Aruba Caribbean other 1.671 22851.5 77.75 47
Australia Oceania oecd 1.949 57118.9 84.27 89
Austria Europe oecd 1.346 45158.8 83.55 68
Azerbaijan Asia other 2.148 5637.6 73.66 52
Bahamas Caribbean other 1.877 22461.6 78.85 84
Bahrain Asia other 2.43 18184.1 76.06 89
Bangladesh Asia other 2.157 670.4 70.23 29
Barbados Caribbean other 1.575 14497.3 80.26 45
Belarus Europe other 1.479 5702 76.37 75
Belgium Europe oecd 1.835 43814.8 82.81 97
Belize Latin Amer other 2.679 4495.8 77.81 53
Benin Africa africa 5.078 741.1 58.66 42
Bermuda Caribbean other 1.76 92624.7 82.3 100
Bhutan Asia other 2.258 2047.2 69.84 35
Bolivia Latin Amer other 3.229 1977.9 69.4 67
Bosnia and Herzegovina Europe other 1.134 4477.7 78.4 49
Botswana Africa africa 2.617 7402.9 51.34 62
Brazil Latin Amer other 1.8 10715.6 77.41 87
Brunei Darussalam Asia other 1.984 32647.6 80.64 76
Bulgaria Europe other 1.546 6365.1 77.12 72
Burkina Faso Africa africa 5.75 519.7 57.02 27
Burundi Africa africa 4.051 176.6 52.58 11
Cambodia Asia other 2.422 797.2 65.1 20
Cameroon Africa africa 4.287 1206.6 53.56 59
Canada North America oecd 1.691 46360.9 83.49 81
Cape Verde Africa africa 2.279 3244 77.7 62
Cayman Islands Caribbean other 1.6 57047.9 83.8 100
Central African Republic Africa africa 4.423 450.8 51.3 39
Chad Africa africa 5.737 727.4 51.61 28
Chile Latin Amer oecd 1.832 11887.7 82.35 89
China Asia other 1.559 4354 75.61 48
Colombia Latin Amer other 2.293 6222.8 77.69 75
Comoros Africa africa 4.742 736.6 63.18 28
Congo Africa africa 4.442 2665.1 59.33 63
Cook Islands Oceania other 2.5308062841 12212.1 76.2454672362 76
Costa Rica Latin Amer other 1.812 7703.8 81.99 65
Cote dIvoire Africa africa 4.224 1154.1 57.71 51
Croatia Europe other 1.501 13819.5 80.37 58
Cuba Caribbean other 1.451 5704.4 81.33 75
Cyprus Asia other 1.458 28364.3 82.14 71
Czech Republic Europe oecd 1.501 18838.8 81 74
Democratic Republic of the Congo Africa africa 5.485 200.6 50.56 36
Denmark Europe oecd 1.885 55830.2 81.37 87
Djibouti Africa africa 3.589 1282.6 60.04 76
Dominica Caribbean other 3 7020.8 78.2 67
Dominican Republic Caribbean other 2.49 5195.4 76.57 70
East Timor Asia other 5.918 706.1 64.2 29
Ecuador Latin Amer other 2.393 4072.6 78.91 68
Egypt Africa africa 2.636 2653.7 75.52 44
El Salvador Latin Amer other 2.171 3425.6 77.09 65
Equatorial Guinea Africa africa 4.98 16852.4 52.91 40
Eritrea Africa africa 4.243 429.1 64.41 22
Estonia Europe oecd 1.702 14135.4 79.95 70
Ethiopia Africa africa 3.848 324.6 61.59 17
Fiji Oceania other 2.602 3545.7 72.27 52
Finland Europe oecd 1.875 44501.7 83.28 85
France Europe oecd 1.987 39545.9 84.9 86
French Polynesia Oceania other 2.033 24669 78.07 51
Gabon Africa africa 3.195 12468.8 64.32 86
Gambia Africa africa 4.689 579.1 60.3 59
Georgia Asia other 1.528 2680.3 77.31 53
Germany Europe oecd 1.457 39857.1 82.99 74
Ghana Africa africa 3.988 1333.2 65.8 52
Greece Europe oecd 1.54 26503.8 82.58 62
Greenland NorthAtlantic other 2.217 35292.7 71.6 84
Grenada Caribbean other 2.171 7429 77.72 40
Guatemala Latin Amer other 3.84 2882.3 75.1 50
Guinea Africa africa 5.032 427.5 56.39 36
Guinea-Bissau Africa africa 4.877 539.4 50.4 30
Guyana Latin Amer other 2.19 2996 73.45 29
Haiti Caribbean other 3.159 612.7 63.87 54
Honduras Latin Amer other 2.996 2026.2 75.92 52
Hong Kong Asia other 1.137 31823.7 86.35 100
Hungary Europe oecd 1.43 12884 78.47 68
Iceland Europe other 2.098 39278 83.77 94
India Asia other 2.538 1406.4 67.62 30
Indonesia Asia other 2.055 2949.3 71.8 45
Iran Asia other 1.587 5227.1 75.28 71
Iraq Asia other 4.535 888.5 72.6 66
Ireland Europe oecd 2.097 46220.3 83.17 62
Israel Asia oecd 2.909 29311.6 84.19 92
Italy Europe oecd 1.476 33877.1 84.62 69
Jamaica Caribbean other 2.262 4899 75.98 52
Japan Asia oecd 1.418 43140.9 87.12 67
Jordan Asia other 2.889 4445.3 75.17 79
Kazakhstan Asia other 2.481 9166.7 72.84 59
Kenya Africa africa 4.623 801.8 59.16 23
Kiribati Oceania other 3.5 1468.2 63.1 44
Kuwait Asia other 2.251 45430.4 75.89 98
Kyrgyzstan Asia other 2.621 865.4 72.36 35
Laos Asia other 2.543 1047.6 69.42 34
Latvia Europe other 1.506 10663 78.51 68
Lebanon Asia other 1.764 9283.7 75.07 87
Lesotho Africa africa 3.051 980.7 48.11 28
Liberia Africa africa 5.038 218.6 58.59 48
Libya Africa africa 2.41 11320.8 77.86 78
Lithuania Europe other 1.495 10975.5 78.28 67
Luxembourg Europe oecd 1.683 105095.4 82.67 85
Macao Asia other 1.163 49990.2 83.8 100
Madagascar Africa africa 4.493 421.9 68.61 31
Malawi Africa africa 5.968 357.4 55.17 20
Malaysia Asia other 2.572 8372.8 76.86 73
Maldives Asia other 1.668 4684.5 78.7 41
Mali Africa africa 6.117 598.8 53.14 37
Malta Europe other 1.284 19599.2 82.29 95
Marshall Islands Oceania other 4.3844662585 3069.4 70.6 72
Mauritania Africa africa 4.361 1131.1 60.95 42
Mauritius Africa africa 1.59 7488.3 76.89 42
Mexico Latin Amer oecd 2.227 9100.7 79.64 78
Micronesia Oceania other 3.307 2678.2 70.17 23
Moldova Europe other 1.45 1625.8 73.48 48
Mongolia Asia other 2.446 2246.7 72.83 63
Montenegro Europe other 1.63 6509.8 77.37 61
Morocco Africa africa 2.183 2865 74.86 59
Mozambique Africa africa 4.713 407.5 51.81 39
Myanmar Asia other 1.939 876.2 67.87 34
Namibia Africa africa 3.055 5124.7 63.04 39
Nauru Oceania other 3.3 6190.1 57.1 100
Nepal Asia other 2.587 534.7 70.05 19
Neth Antilles Caribbean other 1.9 20321.1 79.86 93
Netherlands Europe oecd 1.794 46909.7 82.79 83
New Caledonia Oceania other 2.091 35319.5 80.49 57
New Zealand Oceania oecd 2.135 32372.1 82.77 86
Nicaragua Latin Amer other 2.5 1131.9 77.45 58
Niger Africa africa 6.925 357.7 55.77 17
Nigeria Africa africa 5.431 1239.8 53.38 51
North Korea Asia other 1.988 504 72.12 60
Norway Europe oecd 1.948 84588.7 83.47 80
Oman Asia other 2.146 20791 76.44 73
Pakistan Asia other 3.201 1003.2 66.88 36
Palau Oceania other 2 10821.8 72.1 84
Palestinian Territory Asia other 4.27 1819.5 74.81 74
Panama Latin Amer other 2.409 7614 79.07 75
Papua New Guinea Oceania other 3.799 1428.4 65.52 13
Paraguay Latin Amer other 2.858 2771.1 74.91 62
Peru Latin Amer other 2.41 5410.7 76.9 77
Philippines Asia other 3.05 2140.1 72.57 49
Poland Europe oecd 1.415 12263.2 80.56 61
Portugal Europe oecd 1.312 21437.6 82.76 61
Puerto Rico Caribbean other 1.757 26461 83.2 99
Qatar Asia other 2.204 72397.9 78.24 96
Republic of Korea Asia other 1.389 21052.2 83.95 83
Romania Europe other 1.428 7522.4 77.95 58
Russian Federation Europe other 1.529 10351.4 75.01 73
Rwanda Africa africa 5.282 532.3 57.13 19
Saint Lucia Caribbean other 1.907 6677.1 77.54 28
Samoa Oceania other 3.763 3343.3 76.02 20
Sao Tome and Principe Africa africa 3.488 1283.3 66.48 63
Saudi Arabia Asia other 2.639 15835.9 75.57 82
Senegal Africa africa 4.605 1032.7 60.92 43
Serbia Europe other 1.562 5123.2 77.05 56
Seychelles Africa africa 2.34 11450.6 78 56
Sierra Leone Africa africa 4.728 351.7 48.87 39
Singapore Asia other 1.367 43783.1 83.71 100
Slovakia Europe oecd 1.372 15976 79.53 55
Slovenia Europe oecd 1.477 23109.8 82.84 49
Solomon Islands Oceania other 4.041 1193.5 70 19
Somalia Africa africa 6.283 114.8 53.38 38
South Africa Africa africa 2.383 7254.8 54.09 62
Spain Europe other 1.504 30542.8 84.76 78
Sri Lanka Asia other 2.235 2375.3 78.4 14
St Vincent and Grenadines Caribbean other 1.995 6171.7 74.73 50
Sudan Africa africa 4.225 1824.9 63.82 41
Suriname Latin Amer other 2.266 7018 74.18 70
Swaziland Africa africa 3.174 3311.2 48.54 21
Sweden Europe oecd 1.925 48906.2 83.65 85
Switzerland Europe oecd 1.536 68880.2 84.71 74
Syria Asia other 2.772 2931.5 77.72 56
Tajikistan Asia other 3.162 816 71.23 26
Tanzania Africa africa 5.499 516 60.31 27
TFYR Macedonia Europe other 1.397 4434.5 77.14 59
Thailand Asia other 1.528 4612.8 77.76 34
Togo Africa africa 3.864 524.6 59.4 44
Tonga Oceania other 3.783 3543.1 75.38 24
Trinidad and Tobago Caribbean other 1.632 15205.1 73.82 14
Tunisia Africa africa 1.909 4222.1 77.05 68
Turkey Asia oecd 2.022 10095.1 76.61 70
Turkmenistan Asia other 2.316 4587.5 69.4 50
Tuvalu Oceania other 3.7 3187.2 65.1 51
Uganda Africa africa 5.901 509 55.44 13
Ukraine Europe other 1.483 3035 74.58 69
United Arab Emirates Asia other 1.707 39624.7 78.02 84
United Kingdom Europe oecd 1.867 36326.8 82.42 80
United States North America oecd 2.077 46545.9 81.31 83
Uruguay Latin Amer other 2.043 11952.4 80.66 93
Uzbekistan Asia other 2.264 1427.3 71.9 36
Vanuatu Oceania other 3.75 2963.5 73.58 26
Venezuela Latin Amer other 2.391 13502.7 77.73 94
Viet Nam Asia other 1.75 1182.7 77.44 31
Yemen Asia other 4.938 1437.2 67.66 32
Zambia Africa africa 6.3 1237.8 50.04 36
Zimbabwe Africa africa 3.109 573.1 52.72 39

FerilityOnppgdp

ppgdp fertility SUMMARY OUTPUT
Afghanistan 499 5.968
Albania 3677.2 1.525 Regression Statistics
Algeria 4473 2.142 Multiple R 0.439989055
Angola 4321.9 5.135 R Square 0.1935903686 Model 1
Anguilla 13750.1 2 Adjusted R Square 0.1894969186
Argentina 9162.1 2.172 Standard Error 1.2060047574
Armenia 3030.7 1.735 Observations 199
Aruba 22851.5 1.671
Australia 57118.9 1.949 ANOVA
Austria 45158.8 1.346 df SS MS F Significance F
Azerbaijan 5637.6 2.148 Regression 1 68.7847730399 68.7847730399 47.2927171482 0.0000000001
Bahamas 22461.6 1.877 Residual 197 286.5261525659 1.454447475
Bahrain 18184.1 2.43 Total 198 355.3109256058
Bangladesh 670.4 2.157
Barbados 14497.3 1.575 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Belarus 5702 1.479 Intercept 3.1779116422 0.1047727783 30.3314629275 3.69486423775359E-76 2.9712914427 3.3845318417 2.9712914427 3.3845318417
Belgium 43814.8 1.835 ppgdp -0.0000320112 0.0000046548 -6.8769700558 0.0000000001 -0.0000411909 -0.0000228315 -0.0000411909 -0.0000228315
Belize 4495.8 2.679
Benin 741.1 5.078
Bermuda 92624.7 1.76
Bhutan 2047.2 2.258 RESIDUAL OUTPUT PROBABILITY OUTPUT
Bolivia 1977.9 3.229
Bosnia and Herzegovina 4477.7 1.134 Observation Predicted fertility Residuals Percentile fertility
Botswana 7402.9 2.617 1 3.1619380468 2.8060619532 0.2512562814 1.134
Brazil 10715.6 1.8 2 3.0602000087 -1.5352000087 0.7537688442 1.137
Brunei Darussalam 32647.6 1.984 3 3.0347254851 -0.8927254851 1.256281407 1.163
Bulgaria 6365.1 1.546 4 3.0395623795 2.0954376205 1.7587939698 1.284
Burkina Faso 519.7 5.75 5 2.7377542583 -0.7377542583 2.2613065327 1.312
Burundi 176.6 4.051 6 2.8846217049 -0.7126217049 2.7638190955 1.346
Cambodia 797.2 2.422 7 3.0808952581 -1.3458952581 3.2663316583 1.367
Cameroon 1206.6 4.287 8 2.4464074017 -0.7754074017 3.7688442211 1.372
Canada 46360.9 1.691 9 1.3494663513 0.5995336487 4.2713567839 1.389
Cape Verde 3244 2.279 10 1.7323236634 -0.3863236634 4.7738693467 1.397
Cayman Islands 57047.9 1.6 11 2.9974452261 -0.8494452261 5.2763819095 1.415
Central African Republic 450.8 4.423 12 2.4588885737 -0.5818885737 5.7788944724 1.418
Chad 727.4 5.737 13 2.5958165386 -0.1658165386 6.2814070352 1.428
Chile 11887.7 1.832 14 3.1564513248 -0.9994513248 6.783919598 1.43
China 4354 1.559 15 2.7138354797 -1.1388354797 7.2864321608 1.45
Colombia 6222.8 2.293 16 2.995383704 -1.516383704 7.7889447236 1.451
Comoros 736.6 4.742 17 1.7753467341 0.0596532659 8.2914572864 1.457
Congo 2665.1 4.442 18 3.0339956295 -0.3549956295 8.7939698492 1.458
Cook Islands 12212.1 2.5308062841 19 3.154188132 1.923811868 9.2964824121 1.476
Costa Rica 7703.8 1.812 20 0.2128826145 1.5471173855 9.7989949749 1.477
Cote dIvoire 1154.1 4.224 21 3.1123782863 -0.8543782863 10.3015075377 1.479
Croatia 13819.5 1.501 22 3.1145966634 0.1144033366 10.8040201005 1.483
Cuba 5704.4 1.451 23 3.0345750324 -1.9005750324 11.3065326633 1.495
Cyprus 28364.3 1.458 24 2.9409358313 -0.3239358313 11.8090452261 1.501
Czech Republic 18838.8 1.501 25 2.8348922851 -1.0348922851 12.3115577889 1.501
Democratic Republic of the Congo 200.6 5.485 26 2.1328223551 -0.1488223551 12.8140703518 1.504
Denmark 55830.2 1.885 27 2.9741570685 -1.4281570685 13.3165829146 1.506
Djibouti 1282.6 3.589 28 3.1612754146 2.5887245854 13.8190954774 1.525
Dominica 7020.8 3 29 3.1722584619 0.8787415381 14.3216080402 1.528
Dominican Republic 5195.4 2.49 30 3.152392303 -0.730392303 14.824120603 1.528
East Timor 706.1 5.918 31 3.1392869122 1.1477130878 15.3266331658 1.529
Ecuador 4072.6 2.393 32 1.6938429839 -0.0028429839 15.8291457286 1.536
Egypt 2653.7 2.636 33 3.0740672663 -0.7950672663 16.3316582915 1.54
El Salvador 3425.6 2.171 34 1.3517391475 0.2482608525 16.8341708543 1.546
Equatorial Guinea 16852.4 4.98 35 3.1634809872 1.2595190128 17.3366834171 1.559
Eritrea 429.1 4.243 36 3.1546266856 2.5823733144 17.8391959799 1.562
Estonia 14135.4 1.702 37 2.797371942 -0.965371942 18.3417085427 1.575
Ethiopia 324.6 3.848 38 3.0385348195 -1.4795348195 18.8442211055 1.587
Fiji 3545.7 2.602 39 2.9787122641 -0.6857122641 19.3467336683 1.59
Finland 44501.7 1.875 40 3.1543321825 1.5876678175 19.8492462312 1.6
France 39545.9 1.987 41 3.0925985577 1.3494014423 20.351758794 1.63
French Polynesia 24669 2.033 42 2.7869875044 -0.2561812203 20.8542713568 1.632
Gabon 12468.8 3.195 43 2.9313036572 -1.1193036572 21.3567839196 1.668
Gambia 579.1 4.689 44 3.1409675009 1.0830324991 21.8592964824 1.671
Georgia 2680.3 1.528 45 2.7355326801 -1.2345326801 22.3618090452 1.683
Germany 39857.1 1.457 46 2.9953068771 -1.5443068771 22.864321608 1.691
Ghana 1333.2 3.988 47 2.269935985 -0.811935985 23.3668341709 1.702
Greece 26503.8 1.54 48 2.5748587972 -1.0738587972 23.8693467337 1.707
Greenland 35292.7 2.217 49 3.1714901928 2.3135098072 24.3718592965 1.735
Grenada 7429 2.171 50 1.3907192019 0.4942807981 24.8743718593 1.75
Guatemala 2882.3 3.84 51 3.13685406 0.45214594 25.3768844221 1.757
Guinea 427.5 5.032 52 2.9531673159 0.0468326841 25.8793969849 1.76
Guinea-Bissau 539.4 4.877 53 3.0116005847 -0.5216005847 26.3819095477 1.764
Guyana 2996 2.19 54 3.1553085245 2.7626914755 26.8844221106 1.794
Haiti 612.7 3.159 55 3.0475427749 -0.6545427749 27.3869346734 1.8
Honduras 2026.2 2.996 56 3.0929634855 -0.4569634855 27.8894472362 1.812
Hong Kong 31823.7 1.137 57 3.0682540299 -0.8972540299 28.391959799 1.832
Hungary 12884 1.43 58 2.6384458713 2.3415541287 28.8944723618 1.835
Iceland 39278 2.098 59 3.1641756306 1.0788243694 29.3969849246 1.867
India 1406.4 2.538 60 2.7254203378 -1.0234203378 29.8994974874 1.875
Indonesia 2949.3 2.055 61 3.1675208024 0.6804791976 30.4020100503 1.877
Iran 5227.1 1.587 62 3.0644094832 -0.4624094832 30.9045226131 1.885
Iraq 888.5 4.535 63 1.7533582317 0.1216417683 31.4070351759 1.9
Ireland 46220.3 2.097 64 1.9119994025 0.0750005975 31.9095477387 1.907
Israel 29311.6 2.909 65 2.3882270215 -0.3552270215 32.4120603015 1.909
Italy 33877.1 1.476 66 2.7787702259 0.4162297741 32.9145728643 1.925
Jamaica 4899 2.262 67 3.1593739486 1.5296260514 33.4170854271 1.939
Japan 43140.9 1.418 68 3.0921119872 -1.5641119872 33.9195979899 1.948
Jordan 4445.3 2.889 69 1.9020375129 -0.4450375129 34.4221105528 1.949
Kazakhstan 9166.7 2.481 70 3.1352342926 0.8527657074 34.9246231156 1.984
Kenya 801.8 4.623 71 2.3294928474 -0.7894928474 35.4271356784 1.987
Kiribati 1468.2 3.5 72 2.0481494949 0.1688505051 35.9296482412 1.988
Kuwait 45430.4 2.251 73 2.9401003387 -0.7691003387 36.432160804 1.995
Kyrgyzstan 865.4 2.621 74 3.0856457221 0.7543542779 36.9346733668 2
Laos 1047.6 2.543 75 3.1642268485 1.8677731515 37.4371859296 2
Latvia 10663 1.506 76 3.1606447937 1.7163552063 37.9396984925 2.022
Lebanon 9283.7 1.764 77 3.0820060472 -0.8920060472 38.4422110553 2.033
Lesotho 980.7 3.051 78 3.1582983718 0.0007016282 38.9447236181 2.043
Liberia 218.6 5.038 79 3.1130505218 -0.1170505218 39.4472361809 2.055
Libya 11320.8 2.41 80 2.1591963938 -1.0221963938 39.9497487437 2.077
Lithuania 10975.5 1.495 81 2.7654791702 -1.3354791702 40.4522613065 2.091
Luxembourg 105095.4 1.683 82 1.9205752065 0.1774247935 40.9547738693 2.097
Macao 49990.2 1.163 83 3.1328910718 -0.5948910718 41.4572864322 2.098
Madagascar 421.9 4.493 84 3.0835009708 -1.0285009708 41.959798995 2.135
Malawi 357.4 5.968 85 3.0105858292 -1.4235858292 42.4623115578 2.142
Malaysia 8372.8 2.572 86 3.1494696792 1.3855303208 42.9648241206 2.146
Maldives 4684.5 1.668 87 1.6983437605 0.3986562395 43.4673366834 2.148
Mali 598.8 6.117 88 2.2396117627 0.6693882373 43.9698492462 2.157
Malta 19599.2 1.284 89 2.0934645684 -0.6174645684 44.472361809 2.171
Marshall Islands 3069.4 4.3844662585 90 3.0210887083 -0.7590887083 44.9748743719 2.171
Mauritania 1131.1 4.361 91 1.7969190907 -0.3789190907 45.4773869347 2.172
Mauritius 7488.3 1.59 92 3.0356121958 -0.1466121958 45.9798994975 2.183
Mexico 9100.7 2.227 93 2.8844744533 -0.4034744533 46.4824120603 2.19
Micronesia 2678.2 3.307 94 3.1522450514 1.4707549486 46.9849246231 2.204
Moldova 1625.8 1.45 95 3.1309127788 0.3690872212 47.4874371859 2.217
Mongolia 2246.7 2.446 96 1.7236294179 0.5273705821 47.9899497487 2.227
Montenegro 6509.8 1.63 97 3.1502091382 -0.5292091382 48.4924623116 2.235
Morocco 2865 2.183 98 3.1443766951 -0.6013766951 48.9949748744 2.251
Mozambique 407.5 4.713 99 2.8365760749 -1.3305760749 49.4974874372 2.258
Myanmar 876.2 1.939 100 2.8807291414 -1.1167291414 50 2.262
Namibia 5124.7 3.055 101 3.1465182453 -0.0955182453 50.5025125628 2.264
Nauru 6190.1 3.3 102 3.170913991 1.867086009 51.0050251256 2.266
Nepal 534.7 2.587 103 2.8155190988 -0.4055190988 51.5075376884 2.279
Neth Antilles 20321.1 1.9 104 2.8265725707 -1.3315725707 52.0100502513 2.293
Netherlands 46909.7 1.794 105 -0.1863196231 1.8693196231 52.5125628141 2.316
New Caledonia 35319.5 2.091 106 1.5776646875 -0.4146646875 53.0150753769 2.34
New Zealand 32372.1 2.135 107 3.1644061113 1.3285938887 53.5175879397 2.383
Nicaragua 1131.9 2.5 108 3.1664708346 2.8015291654 54.0201005025 2.391
Niger 357.7 6.925 109 2.9098881555 -0.3378881555 54.5226130653 2.393
Nigeria 1239.8 5.431 110 3.0279551135 -1.3599551135 55.0251256281 2.409
North Korea 504 1.988 111 3.1587433277 2.9582566723 55.527638191 2.41
Norway 84588.7 1.948 112 2.5505174707 -1.2665174707 56.0301507538 2.41
Oman 20791 2.146 113 3.0796564241 1.3048098344 56.5326633166 2.422
Pakistan 1003.2 3.201 114 3.1417037588 1.2192962412 57.0351758794 2.43
Palau 10821.8 2 115 2.9382020737 -1.3482020737 57.5376884422 2.446
Palestinian Territory 1819.5 4.27 116 2.8865871934 -0.6595871934 58.040201005 2.481
Panama 7614 2.409 117 3.0921792108 0.2148207892 58.5427135678 2.49
Papua New Guinea 1428.4 3.799 118 3.1258678116 -1.6758678116 59.0452261307 2.5
Paraguay 2771.1 2.858 119 3.1059920493 -0.6599920493 59.5477386935 2.5308062841
Peru 5410.7 2.41 120 2.9695250459 -1.3395250459 60.0502512563 2.538
Philippines 2140.1 3.05 121 3.0861995161 -0.9031995161 60.5527638191 2.543
Poland 12263.2 1.415 122 3.1648670728 1.5481329272 61.0552763819 2.572
Portugal 21437.6 1.312 123 3.1498634171 -1.2108634171 61.5577889447 2.587
Puerto Rico 26461 1.757 124 3.0138637774 0.0411362226 62.0603015075 2.602
Qatar 72397.9 2.204 125 2.9797590308 0.3202409692 62.5628140704 2.617
Republic of Korea 21052.2 1.389 126 3.1607952464 -0.5737952464 63.0653266332 2.621
Romania 7522.4 1.428 127 2.5274085758 -0.6274085758 63.567839196 2.636
Russian Federation 10351.4 1.529 128 1.6762752301 0.1177247699 64.0703517588 2.639
Rwanda 532.3 5.282 129 2.0472915944 0.0437084056 64.5728643216 2.679
Saint Lucia 6677.1 1.907 130 2.1416414444 -0.0066414444 65.0753768844 2.772
Samoa 3343.3 3.763 131 3.1416781499 -0.6416781499 65.5778894472 2.858
Sao Tome and Principe 1283.3 3.488 132 3.1664612312 3.7585387688 66.0804020101 2.889
Saudi Arabia 15835.9 2.639 133 3.13822414 2.29277586 66.5829145729 2.909
Senegal 1032.7 4.605 134 3.1617779907 -1.1737779907 67.0854271357 2.996
Serbia 5123.2 1.562 135 0.4701247245 1.4778752755 67.5879396985 3
Seychelles 11450.6 2.34 136 2.5123665067 -0.3663665067 68.0904522613 3.05
Sierra Leone 351.7 4.728 137 3.145797993 0.055202007 68.5929648241 3.051
Singapore 43783.1 1.367 138 2.8314926942 -0.8314926942 69.0954773869 3.055
Slovakia 15976 1.372 139 3.1196672396 1.1503327604 69.5979899497 3.109
Slovenia 23109.8 1.477 140 2.9341782642 -0.5251782642 70.1005025126 3.159
Solomon Islands 1193.5 4.041 141 3.1321868251 0.6668131749 70.6030150754 3.162
Somalia 114.8 6.283 142 3.089205369 -0.231205369 71.1055276382 3.174
South Africa 7254.8 2.383 143 3.0047085704 -0.5947085704 71.608040201 3.195
Spain 30542.8 1.504 144 3.1094044446 -0.0594044446 72.1105527638 3.201
Sri Lanka 2375.3 2.235 145 2.7853517314 -1.3703517314 72.6130653266 3.229
St Vincent and Grenadines 6171.7 1.995 146 2.4916680561 -1.1796680561 73.1155778894 3.3
Sudan 1824.9 4.225 147 2.3308629273 -0.5738629273 73.6180904523 3.307
Suriname 7018 2.266 148 0.8603670235 1.3436329765 74.1206030151 3.488
Swaziland 3311.2 3.174 149 2.5040051777 -1.1150051777 74.6231155779 3.5
Sweden 48906.2 1.925 150 2.9371104913 -1.5091104913 75.1256281407 3.589
Switzerland 68880.2 1.536 151 2.8465507689 -1.3175507689 75.6281407035 3.7
Syria 2931.5 2.772 152 3.1608720734 2.1211279266 76.1306532663 3.75
Tajikistan 816 3.162 153 2.9641695699 -1.0571695699 76.6331658291 3.763
Tanzania 516 5.499 154 3.0708885528 0.6921114472 77.135678392 3.783
TFYR Macedonia 4434.5 1.397 155 3.1368316522 0.3511683478 77.6381909548 3.799
Thailand 4612.8 1.528 156 2.6709852696 -0.0319852696 78.1407035176 3.84
Togo 524.6 3.864 157 3.1448536622 1.4601463378 78.6432160804 3.848
Tonga 3543.1 3.783 158 3.0139117943 -1.4519117943 79.1457286432 3.864
Trinidad and Tobago 15205.1 1.632 159 2.8113640433 -0.4713640433 79.648241206 3.988
Tunisia 4222.1 1.909 160 3.1666532985 1.5613467015 80.1507537688 4.041
Turkey 10095.1 2.022 161 1.7763614895 -0.4093614895 80.6532663317 4.051
Turkmenistan 4587.5 2.316 162 2.6665004987 -1.2945004987 81.1557788945 4.224
Tuvalu 3187.2 3.7 163 2.4381389053 -0.9611389053 81.6582914573 4.225
Uganda 509 5.901 164 3.1397062591 0.9012937409 82.1608040201 4.243
Ukraine 3035 1.483 165 3.1742367549 3.1087632451 82.6633165829 4.27
United Arab Emirates 39624.7 1.707 166 2.945676692 -0.562676692 83.1658291457 4.287
United Kingdom 36326.8 1.867 167 2.2001995569 -0.6961995569 83.6683417085 4.361
United States 46545.9 2.077 168 3.1018754073 -0.8668754073 84.1708542714 4.3844662585
Uruguay 11952.4 2.043 169 2.9803480371 -0.9853480371 84.6733668342 4.423
Uzbekistan 1427.3 2.264 170 3.1194943791 1.1055056209 85.175879397 4.442
Vanuatu 2963.5 3.75 171 2.9532569473 -0.6872569473 85.6783919598 4.493
Venezuela 13502.7 2.391 172 3.0719161127 0.1020838873 86.1809045226 4.535
Viet Nam 1182.7 1.75 173 1.6123648427 0.3126351573 86.6834170854 4.605
Yemen 1437.2 4.938 174 0.9729728685 0.5630271315 87.1859296482 4.623
Zambia 1237.8 6.3 175 3.0840707704 -0.3120707704 87.6884422111 4.689
Zimbabwe 573.1 3.109 176 3.1517904921 0.0102095079 88.1909547739 4.713
177 3.1613938561 2.3376061439 88.6934673367 4.728
178 3.0359579169 -1.6389579169 89.1959798995 4.742
179 3.0302503175 -1.5022503175 89.6984924623 4.877
180 3.1611185597 0.7028814403 90.2010050251 4.938
181 3.0644927124 0.7185072876 90.7035175879 4.98
182 2.691177943 -1.059177943 91.2060301508 5.032
183 3.0427570986 -1.1337570986 91.7085427136 5.038
184 2.8547552429 -0.8327552429 92.2110552764 5.078
185 3.0310602012 -0.7150602012 92.7135678392 5.135
186 3.0758855032 0.6241144968 93.216080402 5.282
187 3.1616179346 2.7393820654 93.7185929648 5.431
188 3.0807576099 -1.5977576099 94.2211055276 5.485
189 1.9094769189 -0.2024769189 94.7236180905 5.499
190 2.0150466992 -0.1480466992 95.2261306533 5.737
191 1.6879209095 0.3890790905 95.7286432161 5.75
192 2.7953008165 -0.7523008165 96.2311557789 5.901
193 3.1322220375 -0.8682220375 96.7336683417 5.918
194 3.0830464116 0.6669535884 97.2361809045 5.968
195 2.7456738325 -0.3546738325 97.7386934673 5.968
196 3.1400519802 -1.3900519802 98.2412060302 6.117
197 3.1319051265 1.8060948735 98.743718593 6.283
198 3.1382881624 3.1617118376 99.2462311558 6.3
199 3.1595660159 -0.0505660159 99.7487437186 6.925

ppgdp Residual Plot

499 3677.2 4473 4321.8999999999996 13750.1 9162.1 3030.7 22851.5 57118.9 45158.8 5637.6 22461.599999999999 18184.099999999999 670.4 14497.3 5702 43814.8 4495.8 741.1 92624.7 2047.2 1977.9 4477.7 7402.9 10715.6 32647.599999999999 6365.1 519.70000000000005 176.6 797.2 1206.5999999999999 46360.9 3244 57047.9 450.8 727.4 11887.7 4354 6222.8 736.6 2665.1 12212.1 7703.8 1154.0999999999999 13819.5 5704.4 28364.3 18838.8 200.6 55830.2 1282.5999999999999 7020.8 5195.3999999999996 706.1 4072.6 2653.7 3425.6 16852.400000000001 429.1 14135.4 324.60000000000002 3545.7 44501.7 39545.9 24669 12468.8 579.1 2680.3 39857.1 1333.2 26503.8 35292.699999999997 7429 2882.3 427.5 539.4 2996 612.70000000000005 2026.2 31823.7 12884 39278 1406.4 2949.3 5227.1000000000004 888.5 46220.3 29311.599999999999 33877.1 4899 43140.9 4445.3 9166.7000000000007 801.8 1468.2 45430.400000000001 865.4 1047.5999999999999 10663 9283.7000000000007 980.7 218.6 11320.8 10975.5 105095.4 49990.2 421.9 357.4 8372.7999999999993 4684.5 598.79999999999995 19599.2 3069.4 1131.0999999999999 7488.3 9100.7000000000007 2678.2 1625.8 2246.6999999999998 6509.8 2865 407.5 876.2 5124.7 6190.1 534.70000000000005 20321.099999999999 46909.7 35319.5 32372.1 1131.9000000000001 357.7 1239.8 504 84588.7 20791 1003.2 10821.8 1819.5 7614 1428.4 2771.1 5410.7 2140.1 12263.2 21437.599999999999 26461 72397.899999999994 21052.2 7522.4 10351.4 532.29999999999995 6677.1 3343.3 1283.3 15835.9 1032.7 5123.2 11450.6 351.7 43783.1 15976 23109.8 1193.5 114.8 7254.8 30542.799999999999 2375.3000000000002 6171.7 1824.9 7018 3311.2 48906.2 68880.2 2931.5 816 516 4434.5 4612.8 524.6 3543.1 15205.1 4222.1000000000004 10095.1 4587.5 3187.2 509 3035 39624.699999999997 36326.800000000003 46545.9 11952.4 1427.3 2963.5 13502.7 1182.7 1437.2 1237.8 573.1 2.8060619532387685 -1.5352000086793103 -0.89272548514221617 2.0954376205294913 -0.73775425831892294 -0.71262170489870202 -1.3458952580720365 -0.77540740167088429 0.59953364866214143 -0.38632366342129698 -0.84944522614334694 -0.58188857373310232 -0.16581653858598022 -0.9994 5132480312893 -1.1388354797477789 -1.5163837040073971 5.965326591540232E-2 -0.35499562947917829 1.9238118679765552 1.5471173855349225 -0.85437828634387891 0.11440333657504498 -1.9005750324397477 -0.32393583132048676 -1.0348922850509064 -0.14882235514948672 -1.4281570684740383 2.5887245853538952 0.87874153807370314 -0.73039230295781143 1.1477130877635835 -2.8429839240102783E-3 -0.79506726627703506 0.24826085251846997 1.2595190127581355 2.5823733143544665 -0.96537194195235387 -1.4795348195238625 -0.68571226412536834 1.5876678175167451 1.3494014423487206 -0.25618122026659584 -1.1193036572411807 1.0830324990657987 -1.2345326801165175 -1.5443068770954986 -0.81193598503945341 -1.073858797244267 2.3135098071926907 0.49428079809384085 0.45214593997371066 4.6832684080966303E-2 -0.5216005846606917 2.7626914755113652 -0.65454277494399138 -0.45696348548279841 -0.89725402994336312 2.3415541286742005 1.0788243694297179 -1.0234203378378446 0.68047919764079268 -0.46240948322709619 0.12164176832509033 7.500059749682797E-2 -0.35522702151422614 0.41622977409113115 1.5296260514233895 -1.5641119872092539 -0.44503751292696747 0.85276570736624269 -0.78949284736763081 0.16885050512692468 -0.76910033865358818 0.75435427787555742 1.8677731514884517 1.7163552062557308 -0.89200604717323939 7.0162818997188126E-4 -0.11705052182299269 -1.0221963937800616 -1.335479170150385 0.17742479345612971 -0.59489107182084533 -1.0285009708339357 -1.4235858291993628 1.3855303208156702 0.39865623948725459 0.66938823731124941 -0.617464568408022 -0.75908870828018804 -0.37891909072150143 -0.14661219575038098 -0.40347445331756315 1.4707549486233278 0.3690872211605476 0.5273705821085779 -0.52920913821135551 -0.6013766951497086 -1.3305760748700208 -1.1167291413624987 -9.5518245318886308E-2 1.8670860090319312 -0.40551909876710468 -1.3315725707165376 1.8693196231248199 -0.41466468752645325 1.3285938886940216 2.801529165436742 -0.33788815554940399 -1.3599551135311387 2.9582566723252248 -1.2665174706576792 1.3048098344105714 1.219296241160102 -1.3482020737054226 -0.65958719339477856 0.21482078924283465 -1.6758678116247678 -0.65999204929229505 -1.3395250459108095 -0.90319951611437954 1.5481329272226287 -1.2108634171078112 4.1136222559623903E-2 0.32024096920001099 -0.57379524644673729 -0.62740857578280096 0.11772476993017067 4.3708405643127612E-2 -6.6414444111977389E-3 -0.641678149869 26475 3.7585387688007295 2.2927758600448498 -1.1737779906947758 1.4778752755272708 -0.36636650665729142 5.520200698016442E-2 -0.83149269419938676 1.1503327603897269 -0.52517826419472602 0.66681317487155978 -0.23120536904241806 -0.59470857043910819 -5.9404444629131525E-2 -1.3703517313615285 -1.179668056143236 -0.57386292729649191 1.343632976537565 -1.1150051777456438 -1.5091104913321947 -1.3175507689315422 2.1211279266413636 -1.0571695699272006 0.69211144720277584 0.35116834782301476 -3.1985269636250369E-2 1.4601463377722537 -1.4519117942603128 -0.47136404328191395 1.5613467015209825 -0.40936148954592722 -1.2945004986541606 -0.96113890527778145 0.90129374086947012 3.1087632450923106 -0.56267669200890547 -0.69619955688469126 -0.86687540726305379 -0.98534803712454577 1.1055056209414991 -0.68725694731624909 0.10208388725612982 0.31263515726594426 0.56302713154329975 -0.31207077043051834 1.0209507852061872E-2 2.3376061438647175 -1.6389579168539254 -1.5022503175241138 0.70288144029902178 0.7185072876183467 -1.0591779429803052 -1.1337570985569647 -0.83275524289806269 -0.71506020122038016 0.62411449680802811 2.7393820653716801 -1.5977576098548845 -0.20247691889582975 -0.14804669920870106 0.38907909053485179 -0.75230081645241675 -0.86822203746306048 0.66695358839479857 -0.35467383248715256 -1.3900519802340745 1.8060948735485218 3.1617118376182671 -5.0566015856357449E-2

ppgdp

Residuals

Normal Probability Plot

0.25125628140703515 0.75376884422110546 1.2562814070351758 1.7587939698492461 2.2613065326633164 2.7638190954773867 3.266331658291457 3.7688442211055273 4.2713567839195976 4.7738693467336679 5.2763819095477382 5.7788944723618085 6.2814070351758788 6.7839195979899491 7.2864321608040195 7.7889447236180898 8.2914572864321592 8.7939698492462313 9.2964824120602998 9.7989949748743719 10.30150753768844 10.804020100502512 11.306532663316581 11.809045226130653 12.311557788944722 12.814070351758794 13.316582914572862 13.819095477386934 14.321608040201003 14.824120603015075 15.326633165829143 15.829145728643216 16.331658291457284 16.834170854271353 17.336683417085425 17.839195979899497 18.341708542713565 18.844221105527634 19.346733668341706 19.849246231155778 20.351758793969847 20.854271356783915 21.356783919597987 21.859296482412059 22.361809045226128 22.864321608040196 23.366834170854268 23.86934673366834 24.371859296482409 24.874371859296478 25.37688442211055 25.879396984924622 26 .38190954773869 26.884422110552759 27.386934673366831 27.889447236180903 28.391959798994971 28.89447236180904 29.396984924623112 29.899497487437184 30.402010050251253 30.904522613065321 31.407035175879393 31.909547738693465 32.412060301507537 32.914572864321606 33.417085427135675 33.91959798994975 34.422110552763819 34.924623115577887 35.427135678391963 35.929648241206031 36.4321608040201 36.934673366834168 37.437185929648237 37.939698492462313 38.442211055276381 38.94472361809045 39.447236180904525 39.949748743718594 40.452261306532662 40.954773869346731 41.457286432160799 41.959798994974875 42.462311557788944 42.964824120603012 43.467336683417088 43.969849246231156 44.472361809045225 44.974874371859293 45.477386934673362 45.979899497487438 46.4824120603015 06 46.984924623115575 47.48743718592965 47.989949748743719 48.492462311557787 48.994974874371856 49.497487437185924 50 50.502512562814069 51.005025125628137 51.507537688442213 52.010050251256281 52.51256281407035 53.015075376884418 53.517587939698487 54.020100502512562 54.522613065326631 55.0251256281407 55.527638190954775 56.030150753768844 56.532663316582912 57.035175879396981 57.537688442211049 58.040201005025125 58.542713567839193 59.045226130653262 59.547738693467338 60.050251256281406 60.552763819095475 61.055276381909543 61.557788944723612 62.060301507537687 62.562814070351756 63.065326633165824 63.5678391959799 64.070351758793961 64.572864321608037 65.075376884422113 65.577889447236174 66.08040201005025 66.58291457286 4311 67.085427135678387 67.587939698492463 68.090452261306524 68.5929648241206 69.095477386934675 69.597989949748737 70.100502512562812 70.603015075376888 71.105527638190949 71.608040201005025 72.110552763819086 72.613065326633162 73.115577889447238 73.618090452261299 74.120603015075375 74.623115577889436 75.125628140703512 75.628140703517587 76.130653266331649 76.633165829145725 77.1356783919598 77.638190954773862 78.140703517587937 78.643216080402013 79.145728643216074 79.64824120603015 80.150753768844211 80.653266331658287 81.155778894472363 81.658291457286424 82.1608040201005 82.663316582914561 83.165829145728637 83.668341708542712 84.170854271356774 84.673366834170849 85.175879396984925 85.678391959798986 86.180904522613062 86.683417085427138 87.185929648241199 87.688442211055275 88.190954773869336 88.693467336683412 89.195979899497488 89.698492462311549 90.201005025125625 90.703517587939686 91.206030150753762 91.708542713567837 92.211055276381899 92.713567839195974 93.21608040201005 93.718592964824111 94.221105527638187 94.723618090452263 95.226130653266324 95.7286432160804 96.231155778894461 96.733668341708537 97.236180904522612 97.738693467336674 98.241206030150749 98.743718592964811 99.246231155778887 99.748743718592962 1.1339999999999999 1.137 1.163 1.284 1.3120000000000001 1.3460000000000001 1.367 1.3720000000000001 1.389 1.397 1.415 1.417999999999999 9 1.4279999999999999 1.43 1.45 1.4510000000000001 1.4570000000000001 1.458 1.476 1.4770000000000001 1.4790000000000001 1.4830000000000001 1.4950000000000001 1.5009999999999999 1.5009999999999999 1.504 1.506 1.5249999999999999 1.528 1.528 1.5289999999999999 1.536 1.54 1.546 1.5589999999999999 1.5620000000000001 1.575 1.587 1.59 1.6 1.63 1.6319999999999999 1.6679999999999999 1.671 1.6830000000000001 1.6910000000000001 1.702 1.7070000000000001 1.7350000000000001 1.75 1.7569999999999999 1.76 1.764 1.794 1.8 1.8120000000000001 1.8320000000000001 1.835 1.867 1.875 1.877 1.885 1.9 1.907 1.909 1.925 1.9390000000000001 1.948 1.9490000000000001 1.984 1.9870000000000001 1.988 1.9950000000000001 2 2 2.0219999999999998 2.0329999999999999 2.0430000000000001 2.0550000000000002 2.077 2.0910000000000002 2.097 2.0979999999999999 2.1349999999999998 2.1419999999999999 2.1459999999999999 2.1480000000000001 2.157 2.1709999999999998 2.1709999999999998 2.1720000000000002 2.1829999999999998 2.19 2.2040000000000002 2.2170000000000001 2.2269999999999999 2.2349999999999999 2.2509999999999999 2.258 2.262 2.2639999999999998 2.266 2.2789999999999999 2.293000000 0000001 2.3159999999999998 2.34 2.383 2.391 2.3929999999999998 2.4089999999999998 2.41 2.41 2.4220000000000002 2.4300000000000002 2.4460000000000002 2.4809999999999999 2.4900000000000002 2.5 2.5308062840941101 2.5379999999999998 2.5430000000000001 2.5720000000000001 2.5870000000000002 2.6019999999999999 2.617 2.621 2.6360000000000001 2.6389999999999998 2.6789999999999998 2.7719999999999998 2.8580000000000001 2.8889999999999998 2.9089999999999998 2.996 3 3.05 3.0510000000000002 3.0550000000000002 3.109 3.1589999999999998 3.1619999999999999 3.1739999999999999 3.1949999999999998 3.2010000000000001 3.2290000000000001 3.3 3.30 69999999999999 3.488 3.5 3.589 3.7 3.75 3.7629999999999999 3.7829999999999999 3.7989999999999999 3.84 3.8479999999999999 3.8639999999999999 3.988 4.0410000000000004 4.0510000000000002 4.2240000000000002 4.2249999999999996 4.2430000000000003 4.2699999999999996 4.2869999999999999 4.3609999999999998 4.3844662585282403 4.423 4.4420000000000002 4.4930000000000003 4.5350000000000001 4.6050000000000004 4.6230000000000002 4.6890000000000001 4.7130000000000001 4.7279999999999998 4.742 4.8769999999999998 4.9379999999999997 4.9800000000000004 5.032 5.0380000000000003 5.0780000000000003 5.1349999999999998 5.282 5.431 5.4850000000000003 5.4989999999999997 5.7370000000000001 5.75 5.9009999999999998 5.9180000000000001 5.968 5.968 6.117 6.2830000000000004 6.3 6.9249999999999998

Sample Percentile

fertility

fertility 499 3677.2 4473 4321.8999999999996 13750.1 9162.1 3030.7 22851.5 57118.9 45158.8 5637.6 22461.599999999999 18184.099999999999 670.4 14497.3 5702 43814.8 4495.8 741.1 92624.7 2047.2 1977.9 4477.7 7402.9 10715.6 32647.599999999999 6365.1 519.70000000000005 176.6 797.2 1206.5999999999999 46360.9 3244 57047.9 450.8 727.4 11887.7 4354 6222.8 736.6 2665.1 12212.1 7703.8 1154.0999999999999 13819.5 5704.4 28364.3 18838.8 200.6 55830.2 1282.5999999999999 7020.8 5195.3999999999996 706.1 4072.6 2653.7 3425.6 16852.400000000001 429.1 14135.4 324.60000000000002 3545.7 44501.7 39545.9 24669 12468.8 579.1 2680.3 39857.1 1333.2 26503.8 35292.699999999997 7429 2882.3 427.5 539.4 2996 612.70000000000005 2026.2 31823.7 12884 39278 1406.4 2949.3 5227.1000000000004 888.5 46220.3 29311.599999999999 33877.1 4899 43140.9 4445.3 9166.7000000000007 801.8 1468.2 45430.400000000001 865.4 1047.5999999999999 10663 9283.7000000000007 980.7 218.6 11320.8 10975.5 105095.4 49990.2 421.9 357.4 8372.7999999999993 4684.5 598.79999999999995 19599.2 3069.4 1131.0999999999999 7488.3 9100.7000000000007 2678.2 1625.8 2246.6999999999998 6509.8 2865 407.5 876.2 5124.7 6190.1 534.70000000000005 20321.099999999999 46909.7 35319.5 32372.1 1131.9000000000001 357.7 1239.8 504 84588.7 20791 1003.2 10821.8 1819.5 7614 1428.4 2771.1 5410.7 2140.1 12263.2 21437.599999999999 26461 72397.899999999994 21052.2 7522.4 10 351.4 532.29999999999995 6677.1 3343.3 1283.3 15835.9 1032.7 5123.2 11450.6 351.7 43783.1 15976 23109.8 1193.5 114.8 7254.8 30542.799999999999 2375.3000000000002 6171.7 1824.9 7018 3311.2 48906.2 68880.2 2931.5 816 516 4434.5 4612.8 524.6 3543.1 15205.1 4222.1000000000004 10095.1 4587.5 3187.2 509 3035 39624.699999999997 36326.800000000003 46545.9 11952.4 1427.3 2963.5 13502.7 1182.7 1437.2 1237.8 573.1 5.968 1.5249999999999999 2.1419999999999999 5.1349999999999998 2 2.1720000000000002 1.7350000000000001 1.671 1.9490000000000001 1.3460000000000001 2.1480000000000001 1.877 2.4300000000000002 2.157 1.575 1.4790000000000001 1.835 2.6789999999999998 5.0780000000000003 1.76 2.258 3.2290000000000001 1.1339999999999999 2.617 1.8 1.984 1.546 5.75 4.0510000000000002 2.4220000000000002 4.2869999999999999 1.6910000000000001 2.2789999999999999 1.6 4.423 5.7370000000000001 1.8320000000000001 1.5589999999999999 2.2930000000000001 4.742 4.4420000000000002 2.5308062840941101 1.81200000 00000001 4.2240000000000002 1.5009999999999999 1.4510000000000001 1.458 1.5009999999999999 5.4850000000000003 1.885 3.589 3 2.4900000000000002 5.9180000000000001 2.3929999999999998 2.6360000000000001 2.1709999999999998 4.9800000000000004 4.2430000000000003 1.702 3.8479999999999999 2.6019999999999999 1.875 1.9870000000000001 2.0329999999999999 3.1949999999999998 4.6890000000000001 1.528 1.4570000000000001 3.988 1.54 2.2170000000000001 2.1709999999999998 3.84 5.032 4.8769999999999998 2.19 3.1589999999999998 2.996 1.137 1.43 2.0979999999999999 2.5379999999999998 2.0550000000000002 1.587 4.5350000000000001 2.097 2.9089999999999998 1.476 2.262 1.4179999999999999 2.8889999999999998 2.4809999999999999 4.6230000000000002 3.5 2.2509999999999999 2.621 2.5430000000000001 1.506 1.764 3.0510000000000002 5.0380000000000003 2.41 1.4950000000000001 1.6830000000000001 1.163 4.4930000000000003 5.968 2.5720000000000001 1.6679999999999999 6.117 1.284 4.3844662585282403 4.3609999999999998 1.59 2.2269999999999999 3.3069999999999999 1.45 2.4460000000000002 1.63 2.1829999999999998 4.7130000000000001 1.9390000000000001 3.0550000000000002 3.3 2.5870000000000002 1.9 1.794 2.0910000000000002 2.1349999999999998 2.5 6.9249999 999999998 5.431 1.988 1.948 2.1459999999999999 3.2010000000000001 2 4.2699999999999996 2.4089999999999998 3.7989999999999999 2.8580000000000001 2.41 3.05 1.415 1.3120000000000001 1.7569999999999999 2.2040000000000002 1.389 1.4279999999999999 1.5289999999999999 5.282 1.907 3.7629999999999999 3.488 2.6389999999999998 4.6050000000000004 1.5620000000000001 2.34 4.7279999999999998 1.367 1.3720000000000001 1.4770000000000001 4.0410000000000004 6.2830000000000004 2.383 1.504 2.2349999999999999 1.9950000000000001 4.2249999999999996 2.266 3.1739999999999999 1.925 1.536 2.7719999999999998 3.16199999 99999999 5.4989999999999997 1.397 1.528 3.8639999999999999 3.7829999999999999 1.6319999999999999 1.909 2.0219999999999998 2.3159999999999998 3.7 5.9009999999999998 1.4830000000000001 1.7070000000000001 1.867 2.077 2.0430000000000001 2.2639999999999998 3.75 2.391 1.75 4.9379999999999997 6.3 3.109

FerilityOnln(ppgdp)

ppgdp ln(ppgdp) fertility SUMMARY OUTPUT
Afghanistan 499 6.2126060958 5.968
Albania 3677.2 8.209906872 1.525 Regression Statistics
Algeria 4473 8.4058146034 2.142 Multiple R 0.7210799507
Angola 4321.9 8.3714503994 5.135 R Square 0.5199562952 Model 2
Anguilla 13750.1 9.5288013758 2 Adjusted R Square 0.5175195252
Argentina 9162.1 9.122830689 2.172 Standard Error 0.9304896726
Armenia 3030.7 8.0165488949 1.735 Observations 199
Aruba 22851.5 10.0367720397 1.671
Australia 57118.9 10.9528903391 1.949 ANOVA
Austria 45158.8 10.7179404457 1.346 df SS MS F Significance F
Azerbaijan 5637.6 8.637213722 2.148 Regression 1 184.7461525367 184.7461525367 213.3793009827 3.1647312279397E-33
Bahamas 22461.6 10.0195624635 1.877 Residual 197 170.564773069 0.8658110308
Bahrain 18184.1 9.8083028649 2.43 Total 198 355.3109256058
Bangladesh 670.4 6.5078745492 2.157
Barbados 14497.3 9.5817177042 1.575 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Belarus 5702 8.6485722695 1.479 Intercept 8.0096690828 0.3652914676 21.9267894083 9.33812773667597E-55 7.2892854383 8.7300527272 7.2892854383 8.7300527272
Belgium 43814.8 10.6877269388 1.835 ln(ppgdp) -0.6200866434 0.0424498571 -14.607508377 3.16473122793992E-33 -0.7038011166 -0.5363721702 -0.7038011166 -0.5363721702
Belize 4495.8 8.4108989066 2.679
Benin 741.1 6.608135569 5.078
Bermuda 92624.7 11.4363111237 1.76
Bhutan 2047.2 7.6242282848 2.258 RESIDUAL OUTPUT PROBABILITY OUTPUT
Bolivia 1977.9 7.5897909548 3.229
Bosnia and Herzegovina 4477.7 8.4068648007 1.134 Observation Predicted fertility Residuals Percentile fertility
Botswana 7402.9 8.9096270943 2.617 1 4.1573150223 1.8106849777 0.2512562814 1.134
Brazil 10715.6 9.2794559026 1.8 2 2.9188154881 -1.3938154881 0.7537688442 1.137
Brunei Darussalam 32647.6 10.3935266251 1.984 3 2.7973357205 -0.6553357205 1.256281407 1.163
Bulgaria 6365.1 8.7585852218 1.546 4 2.8186445045 2.3163554955 1.7587939698 1.284
Burkina Faso 519.7 6.253251722 5.75 5 2.1009866223 -0.1009866223 2.2613065327 1.312
Burundi 176.6 5.1738872882 4.051 6 2.3527236228 -0.1807236228 2.7638190955 1.346
Cambodia 797.2 6.6811055883 2.422 7 3.0387141871 -1.3037141871 3.2663316583 1.367
Cameroon 1206.6 7.095561766 4.287 8 1.7860007984 -0.1150007984 3.7688442211 1.372
Canada 46360.9 10.7442117106 1.691 9 1.2179280772 0.7310719228 4.2713567839 1.389
Cape Verde 3244 8.0845624152 2.279 10 1.3636173679 -0.0176173679 4.7738693467 1.397
Cayman Islands 57047.9 10.9516465448 1.6 11 2.6538482178 -0.5058482178 5.2763819095 1.415
Central African Republic 450.8 6.1110237822 4.423 12 1.7966722267 0.0803277733 5.7788944724 1.418
Chad 727.4 6.5894765326 5.737 13 1.9276714821 0.5023285179 6.2814070352 1.428
Chile 11887.7 9.3832595311 1.832 14 3.9742229981 -1.8172229981 6.783919598 1.43
China 4354 8.3788502418 1.559 15 2.0681739139 -0.4931739139 7.2864321608 1.45
Colombia 6222.8 8.7359752452 2.293 16 2.6468049343 -1.1678049343 7.7889447236 1.451
Comoros 736.6 6.602045004 4.742 17 1.38235236 0.45264764 8.2914572864 1.457
Congo 2665.1 7.8879968593 4.442 18 2.7941830121 -0.1151830121 8.7939698492 1.458
Cook Islands 12212.1 9.4101825425 2.5308062841 19 3.9120524789 1.1659475211 9.2964824121 1.476
Costa Rica 7703.8 8.9494689926 1.812 20 0.9181653055 0.8418346945 9.7989949749 1.477
Cote dIvoire 1154.1 7.0510760984 4.224 21 3.2819869573 -1.0239869573 10.3015075377 1.479
Croatia 13819.5 9.5338359172 1.501 22 3.3033410857 -0.0743410857 10.8040201005 1.483
Cuba 5704.4 8.6489930859 1.451 23 2.7966845072 -1.6626845072 11.3065326633 1.495
Cyprus 28364.3 10.2528865912 1.458 24 2.4849283242 0.1320716758 11.8090452261 1.501
Czech Republic 18838.8 9.8436738518 1.501 25 2.2556024198 -0.4556024198 12.3115577889 1.501
Democratic Republic of the Congo 200.6 5.3013128755 5.485 26 1.564782045 0.419217955 12.8140703518 1.504
Denmark 55830.2 10.9300702206 1.885 27 2.5785873719 -1.0325873719 13.3165829146 1.506
Djibouti 1282.6 7.1566445467 3.589 28 4.1321112123 1.6178887877 13.8190954774 1.525
Dominica 7020.8 8.8566324506 3 29 4.8014106811 -0.7504106811 14.3216080402 1.528
Dominican Republic 5195.4 8.5555288977 2.49 30 3.8668047445 -1.4448047445 14.824120603 1.528
East Timor 706.1 6.5597568705 5.918 31 3.6098060045 0.6771939955 15.3266331658 1.529
Ecuador 4072.6 8.3120368951 2.393 32 1.3473269075 0.3436730925 15.8291457286 1.536
Egypt 2653.7 7.8837101716 2.636 33 2.9965399116 -0.7175399116 16.3316582915 1.54
El Salvador 3425.6 8.1390319178 2.171 34 1.2186993374 0.3813006626 16.8341708543 1.546
Equatorial Guinea 16852.4 9.7322483589 4.98 35 4.2203048581 0.2026951419 17.3366834171 1.559
Eritrea 429.1 6.061689992 4.243 36 3.9236226981 1.8133773019 17.8391959799 1.562
Estonia 14135.4 9.5564375683 1.702 37 2.1912351763 -0.3592351763 18.3417085427 1.575
Ethiopia 324.6 5.7825936551 3.848 38 2.814055961 -1.255055961 18.8442211055 1.587
Fiji 3545.7 8.1734908807 2.602 39 2.5926075164 -0.2996075164 19.3467336683 1.59
Finland 44501.7 10.7032826697 1.875 40 3.9158291569 0.8261708431 19.8492462312 1.6
France 39545.9 10.5852173016 1.987 41 3.1184275873 1.3235724127 20.351758794 1.63
French Polynesia 24669 10.1133026736 2.033 42 2.1745405765 0.3562657076 20.8542713568 1.632
Gabon 12468.8 9.4309848031 3.195 43 2.4602228952 -0.6482228952 21.3567839196 1.668
Gambia 579.1 6.3614751742 4.689 44 3.6373909727 0.5866090273 21.8592964824 1.671
Georgia 2680.3 7.8936840075 1.528 45 2.0978647704 -0.5968647704 22.3618090452 1.683
Germany 39857.1 10.5930558365 1.457 46 2.6465439916 -1.1955439916 22.864321608 1.691
Ghana 1333.2 7.1953373464 3.988 47 1.6519910516 -0.1939910516 23.3668341709 1.702
Greece 26503.8 10.1850433979 1.54 48 1.9057384056 -0.4047384056 23.8693467337 1.707
Greenland 35292.7 10.4714314227 2.217 49 4.7223957763 0.7626042237 24.3718592965 1.735
Grenada 7429 8.9131465392 2.171 50 1.2320785279 0.6529214721 24.8743718593 1.75
Guatemala 2882.3 7.9663438655 3.84 51 3.571929388 0.017070612 25.3768844221 1.757
Guinea 427.5 6.0579542884 5.032 52 2.5177895949 0.4822104051 25.8793969849 1.76
Guinea-Bissau 539.4 6.2904574107 4.877 53 2.7044998864 -0.2144998864 26.3819095477 1.764
Guyana 2996 8.0050333446 2.19 54 3.9420514636 1.9759485364 26.8844221106 1.794
Haiti 612.7 6.4178754197 3.159 55 2.8554860249 -0.4624860249 27.3869346734 1.8
Honduras 2026.2 7.6139173966 2.996 56 3.1210857052 -0.4850857052 27.8894472362 1.812
Hong Kong 31823.7 10.3679665742 1.137 57 2.9627641006 -0.7917641006 28.391959799 1.832
Hungary 12884 9.4637415105 1.43 58 1.9748318655 3.0051681345 28.8944723618 1.835
Iceland 39278 10.5784198447 2.098 59 4.2508960825 -0.0078960825 29.3969849246 1.867
India 1406.4 7.2487885269 2.538 60 2.0838497885 -0.3818497885 29.8994974874 1.875
Indonesia 2949.3 7.989323133 2.055 61 4.4239599932 -0.5759599932 30.4020100503 1.877
Iran 5227.1 8.56161191 1.587 62 2.941396558 -0.339396558 30.9045226131 1.885
Iraq 888.5 6.7895346476 4.535 63 1.3727064591 0.5022935409 31.4070351759 1.9
Ireland 46220.3 10.7411743745 2.097 64 1.4459172169 0.5410827831 31.9095477387 1.907
Israel 29311.6 10.2857386211 2.909 65 1.7385451745 0.2944548255 32.4120603015 1.909
Italy 33877.1 10.4304945489 1.476 66 2.1616413726 1.0333586274 32.9145728643 1.925
Jamaica 4899 8.4967863816 2.262 67 4.0650032951 0.6239967049 33.4170854271 1.939
Japan 43140.9 10.672226782 1.418 68 3.1149010627 -1.5869010627 33.9195979899 1.948
Jordan 4445.3 8.3996026372 2.889 69 1.4410566461 0.0159433539 34.4221105528 1.949
Kazakhstan 9166.7 9.1233326313 2.481 70 3.5479364997 0.4400635003 34.9246231156 1.984
Kenya 801.8 6.6868592002 4.623 71 1.6940597096 -0.1540597096 35.4271356784 1.987
Kiribati 1468.2 7.2917924397 3.5 72 1.5164743206 0.7005256794 35.9296482412 1.988
Kuwait 45430.4 10.7239367635 2.251 73 2.4827459634 -0.3117459634 36.432160804 1.995
Kyrgyzstan 865.4 6.7631918278 2.621 74 3.0698456553 0.7701543447 36.9346733668 2
Laos 1047.6 6.9542571126 2.543 75 4.2532125424 0.7787874576 37.4371859296 2
Latvia 10663 9.274535084 1.506 76 4.1090404617 0.7679595383 37.9396984925 2.022
Lebanon 9283.7 9.1360154532 1.764 77 3.045854826 -0.855854826 38.4422110553 2.033
Lesotho 980.7 6.8882666024 3.051 78 4.0300302562 -0.8710302562 38.9447236181 2.043
Liberia 218.6 5.3872435757 5.038 79 3.2883806014 -0.2923806014 39.4472361809 2.055
Libya 11320.8 9.3343970206 2.41 80 1.5806314912 -0.4436314912 39.9497487437 2.077
Lithuania 10975.5 9.303420795 1.495 81 2.1413293758 -0.7113293758 40.4522613065 2.091
Luxembourg 105095.4 11.5626237881 1.683 82 1.4501322291 0.6478677709 40.9547738693 2.097
Macao 49990.2 10.8195822652 1.163 83 3.5147921366 -0.9767921366 41.4572864322 2.098
Madagascar 421.9 6.0447683191 4.493 84 3.0555965184 -1.0005965184 41.959798995 2.135
Malawi 357.4 5.8788556027 5.968 85 2.7007278917 -1.1137278917 42.4623115578 2.142
Malaysia 8372.8 9.0327436356 2.572 86 3.7995693331 0.7354306669 42.9648241206 2.146
Maldives 4684.5 8.4520144654 1.668 87 1.349210319 0.747789681 43.4673366834 2.148
Mali 598.8 6.3949276525 6.117 88 1.6316199466 1.2773800534 43.9698492462 2.157
Malta 19599.2 9.8832440281 1.284 89 1.5418587293 -0.0658587293 44.472361809 2.171
Marshall Islands 3069.4 8.0292373817 4.3844662585 90 2.7409253359 -0.4789253359 44.9748743719 2.171
Mauritania 1131.1 7.0309458895 4.361 91 1.3919638002 0.0260361998 45.4773869347 2.172
Mauritius 7488.3 8.9210970815 1.59 92 2.8011876778 0.0878123222 45.9798994975 2.183
Mexico 9100.7 9.1161066126 2.227 93 2.3524123751 0.1285876249 46.4824120603 2.19
Micronesia 2678.2 7.8929002061 3.307 94 3.8632370066 0.7597629934 46.9849246231 2.204
Moldova 1625.8 7.3937552813 1.45 95 3.4881259847 0.0118740153 47.4874371859 2.217
Mongolia 2246.7 7.7172177519 2.446 96 1.3598991314 0.8911008686 47.9899497487 2.227
Montenegro 6509.8 8.7810640128 1.63 97 3.8159041638 -1.1949041638 48.4924623116 2.235
Morocco 2865 7.9603236291 2.183 98 3.6974271327 -1.1544271327 48.9949748744 2.251
Mozambique 407.5 6.0100409327 4.713 99 2.2586537537 -0.7526537537 49.4974874372 2.258
Myanmar 876.2 6.7755943754 1.939 100 2.3445479266 -0.5805479266 50 2.262
Namibia 5124.7 8.5418272657 3.055 101 3.7383469667 -0.6873469667 50.5025125628 2.264
Nauru 6190.1 8.7307065206 3.3 102 4.6691112969 0.3688887031 51.0050251256 2.266
Nepal 534.7 6.281705842 2.587 103 2.2215341664 0.1884658336 51.5075376884 2.279
Neth Antilles 20321.1 9.9194150341 1.9 104 2.2407421101 -0.7457421101 52.0100502513 2.293
Netherlands 46909.7 10.7559797561 1.794 105 0.8398405095 0.8431594905 52.5125628141 2.316
New Caledonia 35319.5 10.4721904983 2.091 106 1.3005906333 -0.1375906333 53.0150753769 2.34
New Zealand 32372.1 10.3850522197 2.135 107 4.2613889858 0.2316110142 53.5175879397 2.383
Nicaragua 1131.9 7.0316529156 2.5 108 4.3642692452 1.6037307548 54.0201005025 2.391
Niger 357.7 5.8796946463 6.925 109 2.4085854013 0.1634145987 54.5226130653 2.393
Nigeria 1239.8 7.1227053553 5.431 110 2.7686878032 -1.1006878032 55.0251256281 2.409
North Korea 504 6.2225762681 1.988 111 4.0442598601 2.0727401399 55.527638191 2.41
Norway 84588.7 11.3455559669 1.948 112 1.8812014678 -0.5972014678 56.0301507538 2.41
Oman 20791 9.9422754797 2.146 113 3.0308462259 1.3536200326 56.5326633166 2.422
Pakistan 1003.2 6.9109501699 3.201 114 3.6498734464 0.7111265536 57.0351758794 2.43
Palau 10821.8 9.2893178972 2 115 2.4778159384 -0.8878159384 57.5376884422 2.446
Palestinian Territory 1819.5 7.5063170171 4.27 116 2.3568931327 -0.1298931327 58.040201005 2.481
Panama 7614 8.9377439369 2.409 117 3.1153870875 0.1916129125 58.5427135678 2.49
Papua New Guinea 1428.4 7.2643102157 3.799 118 3.4249001885 -1.9749001885 59.0452261307 2.5
Paraguay 2771.1 7.9269996323 2.858 119 3.2243254308 -0.7783254308 59.5477386935 2.5308062841
Peru 5410.7 8.5961337535 2.41 120 2.5646485739 -0.9346485739 60.0502512563 2.538
Philippines 2140.1 7.6686078359 3.05 121 3.0735787234 -0.8905787234 60.5527638191 2.543
Poland 12263.2 9.4143581869 1.415 122 4.2829229743 0.4300770257 61.0552763819 2.572
Portugal 21437.6 9.9729016686 1.312 123 3.8082135097 -1.8692135097 61.5577889447 2.587
Puerto Rico 26461 10.1834272298 1.757 124 2.7129960853 0.3420039147 62.0603015075 2.602
Qatar 72397.9 11.1899325724 2.204 125 2.5958745821 0.7041254179 62.5628140704 2.617
Republic of Korea 21052.2 9.9547603467 1.389 126 4.1144671926 -1.5274671926 63.0653266332 2.621
Romania 7522.4 8.925640515 1.428 127 1.8587723101 0.0412276899 63.567839196 2.636
Russian Federation 10351.4 9.2448770552 1.529 128 1.3400296997 0.4539703003 64.0703517588 2.639
Rwanda 532.3 6.2772072402 5.282 129 1.5160036279 0.5749963721 64.5728643216 2.679
Saint Lucia 6677.1 8.8064390405 1.907 130 1.5700369106 0.5649630894 65.0753768844 2.772
Samoa 3343.3 8.1147136221 3.763 131 3.649435029 -1.149435029 65.5778894472 2.858
Sao Tome and Principe 1283.3 7.1571901643 3.488 132 4.3637489655 2.5612510345 66.0804020101 2.889
Saudi Arabia 15835.9 9.6700347935 2.639 133 3.5929746273 1.8380253727 66.5829145729 2.909
Senegal 1032.7 6.9399320107 4.605 134 4.1511326516 -2.1631326516 67.0854271357 2.996
Serbia 5123.2 8.5415345228 1.562 135 0.9744413661 0.9735586339 67.5879396985 3
Seychelles 11450.6 9.3457974094 2.34 136 1.8445968531 0.3014031469 68.0904522613 3.05
Sierra Leone 351.7 5.8627785395 4.728 137 3.7242811894 -0.5232811894 68.5929648241 3.051
Singapore 43783.1 10.6870031772 1.367 138 2.2494871287 -0.2494871287 69.0954773869 3.055
Slovakia 15976 9.6788428751 1.372 139 3.3551021596 0.9148978404 69.5979899497 3.109
Slovenia 23109.8 10.048012049 1.477 140 2.4674934456 -0.0584934456 70.1005025126 3.159
Solomon Islands 1193.5 7.0846454458 4.041 141 3.5051673447 0.2938326553 70.6030150754 3.162
Somalia 114.8 4.7431914839 6.283 142 3.0942424888 -0.2362424888 71.1055276382 3.174
South Africa 7254.8 8.8894185977 2.383 143 2.6793213576 -0.2693213576 71.608040201 3.195
Spain 30542.8 10.3268842576 1.504 144 3.2544677905 -0.2044677905 72.1105527638 3.201
Sri Lanka 2375.3 7.7728790243 2.235 145 2.1719513152 -0.7569513152 72.6130653266 3.229
St Vincent and Grenadines 6171.7 8.7277296057 1.995 146 1.8256059624 -0.5136059624 73.1155778894 3.3
Sudan 1824.9 7.50928047 4.225 147 1.6950618738 0.0619381262 73.6180904523 3.307
Suriname 7018 8.8562335561 2.266 148 1.0709413544 1.1330586456 74.1206030151 3.488
Swaziland 3311.2 8.1050659404 3.174 149 1.8368551538 -0.4478551538 74.6231155779 3.5
Sweden 48906.2 10.7976594568 1.925 150 2.4749986159 -1.0469986159 75.1256281407 3.589
Switzerland 68880.2 11.1401240427 1.536 151 2.2770443012 -0.7480443012 75.6281407035 3.7
Syria 2931.5 7.9832695164 2.772 152 4.1172567155 1.1647432845 76.1306532663 3.75
Tajikistan 816 6.704414355 3.162 153 2.5489138581 -0.6419138581 76.6331658291 3.763
Tanzania 516 6.2461067655 5.499 154 2.9778435509 0.7851564491 77.135678392 3.783
TFYR Macedonia 4434.5 8.3971701488 1.397 155 3.5715910579 -0.0835910579 77.6381909548 3.799
Thailand 4612.8 8.4365903269 1.528 156 2.0134096664 0.6255903336 78.1407035176 3.84
Togo 524.6 6.2626360674 3.864 157 3.7063099371 0.8986900629 78.6432160804 3.848
Tonga 3543.1 8.1727573291 3.783 158 2.7131776113 -1.1511776113 79.1457286432 3.864
Trinidad and Tobago 15205.1 9.6293861769 1.632 159 2.2144649376 0.1255350624 79.648241206 3.988
Tunisia 4222.1 8.3480879136 1.909 160 4.3742384174 0.3537615826 80.1507537688 4.041
Turkey 10095.1 9.2198054366 2.022 161 1.382801155 -0.015801155 80.6532663317 4.051
Turkmenistan 4587.5 8.4310904924 2.316 162 2.0079478926 -0.6359478926 81.1557788945 4.224
Tuvalu 3187.2 8.0668980674 3.7 163 1.7790310188 -0.3020310188 81.6582914573 4.225
Uganda 509 6.2324480166 5.901 164 3.6165750688 0.4244249312 82.1608040201 4.243
Ukraine 3035 8.0179667035 1.483 165 5.0684793967 1.2145206033 82.6633165829 4.27
United Arab Emirates 39624.7 10.5872079402 1.707 166 2.497459343 -0.114459343 83.1658291457 4.287
United Kingdom 36326.8 10.5003110399 1.867 167 1.606106087 -0.102106087 83.6683417085 4.361
United States 46545.9 10.7481942015 2.077 168 3.1898106193 -0.9548106193 84.1708542714 4.3844662585
Uruguay 11952.4 9.388687374 2.043 169 2.5977205273 -0.6027205273 84.6733668342 4.423
Uzbekistan 1427.3 7.2635398266 2.264 170 3.353264562 0.871735438 85.175879397 4.442
Vanuatu 2963.5 7.9941262812 3.75 171 2.518036944 -0.252036944 85.6783919598 4.493
Venezuela 13502.7 9.5106449444 2.391 172 2.9838259495 0.1901740505 86.1809045226 4.535
Viet Nam 1182.7 7.0755552393 1.75 173 1.314184674 0.610815326 86.6834170854 4.605
Yemen 1437.2 7.2704520552 4.938 174 1.1018269584 0.4341730416 87.1859296482 4.623
Zambia 1237.8 7.1210908893 6.3 175 3.0593502852 -0.2873502852 87.6884422111 4.689
Zimbabwe 573.1 6.3510602216 3.109 176 3.8523512896 -0.6903512896 88.1909547739 4.713
177 4.1365417044 1.3624582956 88.6934673367 4.728
178 2.8026960314 -1.4056960314 89.1959798995 4.742
179 2.7782521055 -1.2502521055 89.6984924623 4.877
180 4.1262921051 -0.2622921051 90.2010050251 4.938
181 2.9418514235 0.8411485765 90.7035175879 4.98
182 2.0386153306 -0.4066153306 91.2060301508 5.032
183 2.8331312699 -0.9241312699 91.7085427136 5.038
184 2.2925908771 -0.2705908771 92.2110552764 5.078
185 2.7816624794 -0.4656624794 92.7135678392 5.135
186 3.0074933378 0.6925066622 93.216080402 5.282
187 4.1450113122 1.7559886878 93.7185929648 5.431
188 3.0378350229 -1.5548350229 94.2211055276 5.485
189 1.4446828485 0.2623171515 94.7236180905 5.499
190 1.4985664557 0.3684335443 95.2261306533 5.737
191 1.3448574181 0.7321425819 95.7286432161 5.75
192 2.1878694434 -0.1448694434 96.2311557789 5.901
193 3.5056450527 -1.2416450527 96.7336683417 5.918
194 3.0526181504 0.6973818496 97.2361809045 5.968
195 2.1122451829 0.2787548171 97.7386934673 5.968
196 3.6222117845 -1.8722117845 98.2412060302 6.117
197 3.5013588721 1.4366411279 98.743718593 6.283
198 3.5939757361 2.7060242639 99.2462311558 6.3
199 4.0714614681 -0.9624614681 99.7487437186 6.925

ln(ppgdp) Residual Plot

6.2126060957515188 8.2099068719895989 8.405814603432848 8.371450399362784 9.5288013757955436 9.1228306890345792 8.0165488949239982 10.036772039682001 10.952890339124952 10.717940445722775 8.6372137220128131 10.019562463511157 9.8083028648573372 6.5078745491678731 9.5817177041734567 8.6485722694726181 10.687726938832723 8.4108989065983195 6.6081355689573131 11.436311123726746 7.6242282848455787 7.5897909547873637 8.406864800720653 8.9096270943145814 9.2794559026068608 10.393526625111543 8.7585852217871807 6.2532517220143964 5.1738872881698592 6.6811055883386397 7.0955617660066617 10.74421171055257 8.0845624152353039 10.951646544796773 6.1110237821656215 6.5894765325528883 9.3832595311074911 8.3788502417944919 8.7359752452129662 6.6020450040109653 7.8879968593481156 9.4101825424881262 8.9494689926010018 7.0510760984263587 9.5338359172170968 8.6489930858626121 10.252886591155431 9.8436738518342715 5.3013128755278354 10.930070220601412 7.1566445467147624 8.8566324506408556 8.5555288976818105 6.5597568705223015 8.3120368951164139 7.8837101715776026 8.1390319178354176 9.7322483588722797 6.0616899919974792 9.5564375682769942 5.7825936550804906 8.1734908806863054 10.703282669671836 10.585217301576824 10.113302673639005 9.4309848030892969 6.3614751742317441 7.8936840075385621 10.593055836478793 7.1953373464335844 10.185043397920472 10.471431422668699 8.913146539151807 7.9663438655209271 6.0579542883768145 6.2904574107056295 8.0050333446371109 6.417875419731609 7.613917396619577 10.367966574201658 9.46374151045109 10.578419844675169 7.2487885269309125 7.9893231330409886 8.5616119099628634 6.7895346475947056 10.741174374503975 10.285738621092536 10.430494548880466 8.4967863816385751 10.672226782034295 8.399602637234107 9.1233326313435779 6.6868592002084064 7.2917924396766809 10.723936763469254 6.7631918277907843 6.9542571126335568 9.274 5350840181793 9.1360154532143234 6.888266602398275 5.3872435757424384 9.3343970206381623 9.3034207949921939 11.56262378806705 10.819582265199772 6.0447683191302932 5.878855602725328 9.032743635617944 8.4520144653912421 6.3949276525454728 9.8832440280590692 8.0292373817409946 7.0309458895373353 8.9210970814574466 9.1161066126234367 7.8929002060614657 7.3937552813124716 7.7172177519234308 8.7810640127644799 7.9603236291488395 6.0100409326809174 6.7755943753797983 8.5418272657079104 8.7307065206370034 6.2817058419546861 9.9194150340855014 10.755979756077155 10.472190498332305 10.385052219700158 7.0316529156383742 5.879694646264972 7.1227053552678186 6.2225762680713688 11.34555596693313 9.9422754797433885 6.9109501698786566 9.2893178971596093 7.5063170170522149 8.937743936942443 7.2643102157202932 7.926999632266674 8.5961337534888447 7.6686078358960952 9.4143581868518975 9.9729016686204481 10.183427229849748 11.189932572428278 9.9547603467135506 8.9256405149628666 9.2448770552464179 6.2772072401787113 8.8064390405316999 8.1147136221484395 7.157190164250415 9.6700347934801432 6.9399320106773583 8.5415345228023956 9.3457974093561873 5.8627785394799368 10.687003177158442 9.6788428750956506 10.048012048968754 7.084645445778885 4.7431914838854663 8.8894185977432674 10.326884257608627 7.7728790242810479 8.7277296056912128 7.5092804699947697 8.8562335561431595 8.1050659404345229 10.797659456791925 11.140124042697861 7.9832695164042695 6.7044143549641069 6.2461067654815627 8.39 71701488165067 8.4365903268841382 6.2626360674327737 8.1727573291355231 9.6293861768737905 8.3480879135848998 9.2198054365918818 8.4310904923628254 8.0668980673902784 6.2324480165505225 8.0179667034935989 10.587207940173004 10.500311039860483 10.74819420148998 9.3886873740147259 7.2635398266357232 7.994126281227893 9.5106449444291865 7.0755552392570715 7.2704520552393639 7.1210908893052611 6.3510602215576917 1.8106849777263925 -1.3938154881382361 -0.65533572053759448 2.3163554955085583 -0.10098662231564681 -0.18072362277537968 -1.303714187105425 -0.11500079841647204 0.73107192281384159 -1.7617367945772067E-2 -0.50584821781884459 8.0327773261949398E-2 0.50232851785326238 -1.817222998101963 -0.49317391387238563 -1.1678049342509489 0.45264763998237623 -0.11518301205384818 1.1659475211200041 0.84183469447228032 -1.0239869573333529 -7.4341085735734502E-2 -1.6626845072265248 0.13207167582053447 -0.45560241982442284 0.41921795496896053 -1.0325873719231204 1.6178887876833628 -0.75041068107096187 -1.4448047444952734 0.67719399553835391 0.34367309247958855 -0.71753991159189212 0.38130066256384021 0.20269514186927573 1.8133773018674875 -0.35923517625796442 -1.2550559610365053 -0.29960751640367178 0.82617084314620293 1.323572412656099 0.35626570759254328 -0.64822289520559839 0.58660902725046338 -0.59686477042465436 -1.1955439916282029 -0.19399105161015862 -0.40473840555956864 0.76260422367314273 0.65292147211730112 1.7070611995273044E-2 0.48221040510836755 -0.21449988635242612 1.9759485363968858 -0.46248602491035129 -0.48508570517468907 -0.79176410055861934 3.0051681345239158 -7.8960824807481345E-3 -0.38184978848433015 -0.57595999321613167 -0.33939655795044255 0.50229354090355027 0.54108278310341174 0.29445482550881286 1.0333586274490965 0.62399670490260206 -1.5869010627121463 1.5943353899703583E-2 0.44006350029545827 -0.15405970957864579 0.70052567938850396 -0.31174596344382932 0.77015434473179223 0.77878745760049384 0.76795953829813346 -0.85585482602936613 -0.87103025618021057 -0.29238060140356525 -0.44363149120408574 -0.71132937583511491 0.64786777086982017 -0.97679213660585384 -1.0005965184046191 -1.1137278916854976 0.73543066690245773 0.74778968096443288 1.2773800533613917 -6.5858729268853722E-2 -0.478925335948714 2.6036199781548808E-2 8.7812322193507431E-2 0.12858762494617171 0.75976299337629705 1.1874015300394447E-2 0.89110086859821491 -1.1949041638066249 -1.1544271326641669 -0.75265375370570475 -0.58054792661155319 -0.68734696665015704 0.36888870313154687 0.18846583363853675 -0.74574211014650693 0.84315949051802996 -0.13759063328038335 0.23161101419085384 1.6037307547830988 0.16341459866051267 -1.1006878032117122 2.07274013989253 -0.5972014678068216 1.3536200326225956 0.71112655359015609 -0.88781593835256323 -0.1298931327469206 0.19161291246085321 -1.9749001884813231 -0.77832543082439409 -0.93464857387901823 -0.89057872343246292 0.43007702569448991 -1.8692135097029317 0.34200391466820301 0.70412541785918403 -1.5274671925928494 4.1227689907380682E-2 0.45397030032793984 0.57499637206881182 0.56496308936286876 -1.1494350289680764 2.561 2510344752373 1.8380253726922859 -2.1631326515859839 0.97355863392771758 0.30140314692129522 -0.52328118943161739 -0.24948712872528755 0.91489784040529987 -5.849344561222658E-2 0.29383265529496816 -0.23624248880275678 -0.26932135761056841 -0.20446779048822439 -0.75695131520413383 -0.51360596241875034 6.1938126187259579E-2 1.1330586455995459 -0.44785515382627072 -1.0469986159208178 -0.74804430121572185 1.1647432845320331 -0.6419138580854522 0.78515644909639182 -8.359105785848131E-2 0.62559033358789984 0.89869006294789866 -1.1511776112974472 0.12553506241179591 0.35376158260003621 -1.5801154964828257E-2 -0.63594789264862128 -0.30203101878641481 0.42442493117037294 1.2145206033373031 -0.11445934298590199 -0.1021060870020718 -0.95481061928252275 -0.60272052733714521 0.87173543799323028 -0.25203694404176691 0.19017405052611869 0.61081532604077737 0.43417304158787617 -0.28735028522512396 -0.69035128963742043 1.3624582955699021 -1.4056960313843956 -1.2502521054854374 -0.26229210506594214 0.84114857653069519 -0.40661533064111821 -0.92413126987820049 -0.27059087707103613 -0.46566247941284278 0.6925066622455871 1.7559886877926356 -1.5548350229485624 0.26231715150867729 0.36843354427473329 0.7321425819172136 -0.14486944336888374 -1.2416450526865703 0.69738184963220107 0.27875481710283267 -1.8722117844792674 1.4366411279464586 2.7060242639127301 -0.96246146814189615

ln(ppgdp)

Residuals

Normal Probability Plot

0.25125628140703515 0.75376884422110546 1.2562814070351758 1.7587939698492461 2.2613065326633164 2.7638190954773867 3.266331658291457 3.7688442211055273 4.2713567839195976 4.7738693467336679 5.2763819095477382 5.7788944723618085 6.2814070351758788 6.7839195979899491 7.2864321608040195 7.7889447236180898 8.2914572864321592 8.7939698492462313 9.2964824120602998 9.7989949748743719 10.30150753768844 10.804020100502512 11.306532663316581 11.809045226130653 12.311557788944722 12.814070351758794 13.316582914572862 13.819095477386934 14.321608040201003 14.824120603015075 15.326633165829143 15.829145728643216 16.331658291457284 16.834170854271353 17.336683417085425 17.839195979899497 18.341708542713565 18.844221105527634 19.346733668341706 19.849246231155778 20.351758793969847 20.854271356783915 21.356783919597987 21.859296482412059 22.361809045226128 22.864321608040196 23.366834170854268 23.86934673366834 24.371859296482409 24.874371859296478 25.37688442211055 25.879396984924622 26.38190954773869 26.884422110552759 27.386934673366831 27.889447236180903 28.391959798994971 28.89447236180904 29.396984924623112 29.899497487437184 30.402010050251253 30.904522613065321 31.407035175879393 31.909547738693465 32.412060301507537 32.914572864321606 33.417085427135675 33.91959798994975 34.422110552763819 34.924623115577887 35.427135678391963 35.929648241206031 36.4321608040201 36.934673366834168 37.437185929648237 37.939698492462313 38.442211055276381 38.94472361809045 39.447236180904525 39.949748743718594 40.452261306532662 40.954773869346731 41.457286432160799 41.959798994974875 42.462311557788944 42.964824120603012 43.467336683417088 43.969849246231156 44.472361809045225 44.974874371859293 45.477386934673362 45.979899497487438 46.4824120 60301506 46.984924623115575 47.48743718592965 47.989949748743719 48.492462311557787 48.994974874371856 49.497487437185924 50 50.502512562814069 51.005025125628137 51.507537688442213 52.010050251256281 52.51256281407035 53.015075376884418 53.517587939698487 54.020100502512562 54.522613065326631 55.0251256281407 55.527638190954775 56.030150753768844 56.532663316582912 57.035175879396981 57.537688442211049 58.040201005025125 58.542713567839193 59.045226130653262 59.547738693467338 60.050251256281406 60.552763819095475 61.055276381909543 61.557788944723612 62.060301507537687 62.562814070351756 63.065326633165824 63.5678391959799 64.070351758793961 64.572864321608037 65.075376884422113 65.577889447236174 66.08040201005025 66.58291 4572864311 67.085427135678387 67.587939698492463 68.090452261306524 68.5929648241206 69.095477386934675 69.597989949748737 70.100502512562812 70.603015075376888 71.105527638190949 71.608040201005025 72.110552763819086 72.613065326633162 73.115577889447238 73.618090452261299 74.120603015075375 74.623115577889436 75.125628140703512 75.628140703517587 76.130653266331649 76.633165829145725 77.1356783919598 77.638190954773862 78.140703517587937 78.643216080402013 79.145728643216074 79.64824120603015 80.150753768844211 80.653266331658287 81.155778894472363 81.658291457286424 82.1608040201005 82.663316582914561 83.165829145728637 83.668341708542712 84.170854271356774 84.673366834170849 85.175879396984925 85.678391959798986 86.180904522613062 86.683417085427138 87.185929648241199 87.688442211055275 88.190954773869336 88.693467336683412 89.195979899497488 89.698492462311549 90.201005025125625 90.703517587939686 91.206030150753762 91.708542713567837 92.211055276381899 92.713567839195974 93.21608040201005 93.718592964824111 94.221105527638187 94.723618090452263 95.226130653266324 95.7286432160804 96.231155778894461 96.733668341708537 97.236180904522612 97.738693467336674 98.241206030150749 98.743718592964811 99.246231155778887 99.748743718592962 1.1339999999999999 1.137 1.163 1.284 1.3120000000000001 1.3460000000000001 1.367 1.3720000000000001 1.389 1.397 1.415 1. 4179999999999999 1.4279999999999999 1.43 1.45 1.4510000000000001 1.4570000000000001 1.458 1.476 1.4770000000000001 1.4790000000000001 1.4830000000000001 1.4950000000000001 1.5009999999999999 1.5009999999999999 1.504 1.506 1.5249999999999999 1.528 1.528 1.5289999999999999 1.536 1.54 1.546 1.5589999999999999 1.5620000000000001 1.575 1.587 1.59 1.6 1.63 1.6319999999999999 1.6679999999999999 1.671 1.6830000000000001 1.6910000000000001 1.702 1.7070000000000001 1.7350000000000001 1.75 1.7569999999999999 1.76 1.764 1.794 1.8 1.8120000000000001 1.8320000000000001 1.835 1.867 1.875 1.877 1.885 1.9 1.907 1.909 1.925 1.9390000000000001 1.948 1.9490000000000001 1.984 1.9870000000000001 1.988 1.9950000000000001 2 2 2.0219999999999998 2.0329999999999999 2.0430000000000001 2.0550000000000002 2.077 2.0910000000000002 2.097 2.0979999999999999 2.1349999999999998 2.1419999999999999 2.1459999999999999 2.1480000000000001 2.157 2.1709999999999998 2.1709999999999998 2.1720000000000002 2.1829999999999998 2.19 2.2040000000000002 2.2170000000000001 2.2269999999999999 2.2349999999999999 2.2509999999999999 2.258 2.262 2.2639999999999998 2.266 2.2789999999999999 2.2930000000000001 2.3159999999999998 2.34 2.383 2.391 2.3929999999999998 2.4089999999999998 2.41 2.41 2.4220000000000002 2.4300000000000002 2.4460000000000002 2.4809999999999999 2.4900000000000002 2.5 2.5308062840941101 2.5379999999999998 2.5430000000000001 2.5720000000000001 2.5870000000000002 2.6019999999999999 2.617 2.621 2.6360000000000001 2.6389999999999998 2.6789999999999998 2.7719999999999998 2.8580000000000001 2.8889999999999998 2.9089999999999998 2.996 3 3.05 3.0510000000000002 3.0550000000000002 3.109 3.1589999999999998 3.1619999999999999 3.1739999999999999 3.1949999999999998 3.2010000000000001 3.2290000000000001 3.3 3.3069999999999999 3.488 3.5 3.589 3.7 3.75 3.7629999999999999 3.7829999999999999 3.7989999999999999 3.84 3.8479999999999999 3.8639999999999999 3.988 4.0410000000000004 4.0510000000000002 4.2240000000000002 4.2249999999999996 4.2430000000000003 4.2699999999999996 4.2869999999999999 4.3609999999999998 4.3844662585282403 4.423 4.4420000000000002 4.4930000000000003 4.5350000000000001 4.6050000000000004 4.6230000000000002 4.6890000000000001 4.7130000000000001 4.7279999999999998 4.742 4.8769999999999998 4.9379999999999997 4.9800000000000004 5.032 5.0380000000000003 5.0780000000000003 5.1349999999999998 5.282 5.431 5.4850000000000003 5.498999999 9999997 5.7370000000000001 5.75 5.9009999999999998 5.9180000000000001 5.968 5.968 6.117 6.2830000000000004 6.3 6.9249999999999998

Sample Percentile

fertility

fertility

fertility

6.2126060957515188 8.2099068719895989 8.405814603432848 8.371450399362784 9.5288013757955436 9.1228306890345792 8.0165488949239982 10.036772039682001 10.952890339124952 10.717940445722775 8.6372137220128131 10.019562463511157 9.8083028648573372 6.5078745491678731 9.5817177041734567 8.6485722694726181 10.687726938832723 8.4108989065983195 6.6081355689573131 11.436311123726746 7.6242282848455787 7.5 897909547873637 8.406864800720653 8.9096270943145814 9.2794559026068608 10.393526625111543 8.7585852217871807 6.2532517220143964 5.1738872881698592 6.6811055883386397 7.0955617660066617 10.74421171055257 8.0845624152353039 10.951646544796773 6.1110237821656215 6.5894765325528883 9.3832595311074911 8.3788502417944919 8.7359752452129662 6.6020450040109653 7.8879968593481156 9.4101825424881262 8.9494689926010018 7.0510760984263587 9.5338359172170968 8.6489930858626121 10.252886591155431 9.8436738518342715 5.3013128755278354 10.930070220601412 7.1566445467147624 8.8566324506408556 8.5555288976818105 6.5597568705223015 8.3120368951164139 7.8837101715776026 8.1390319178354176 9.7322483588722797 6.0616899919974792 9.5564375682769942 5.7825936550804906 8.17349088068 63054 10.703282669671836 10.585217301576824 10.113302673639005 9.4309848030892969 6.3614751742317441 7.8936840075385621 10.593055836478793 7.1953373464335844 10.185043397920472 10.471431422668699 8.913146539151807 7.9663438655209271 6.0579542883768145 6.2904574107056295 8.0050333446371109 6.417875419731609 7.613917396619577 10.367966574201658 9.46374151045109 10.578419844675169 7.2487885269309125 7.9893231330409886 8.5616119099628634 6.7895346475947056 10.741174374503975 10.285738621092536 10.430494548880466 8.4967863816385751 10.672226782034295 8.399602637234107 9.1233326313435779 6.6868592002084064 7.2917924396766809 10.723936763469254 6.7631918277907843 6.9542571126335568 9.2745350840181793 9.1360154532143234 6.888266602398275 5.3872435757424384 9.3343970206381623 9.3034207949921939 11.56262378806705 10.819582265199772 6.0447683191302932 5.878855602725328 9.032743635617944 8.4520144653912421 6.3949276525454728 9.8832440280590692 8.0292373817409946 7.0309458895373353 8.9210970814574466 9.1161066126234367 7.8929002060614657 7.3937552813124716 7.7172177519234308 8.7810640127644799 7.9603236291488395 6.0100409326809174 6.7755943753797983 8.5418272657079104 8.7307065206370034 6.2817058419546861 9.9194150340855014 10.755979756077155 10.472190498332305 10.385052219700158 7.0316529156383742 5.879694646264972 7.1227053552678186 6.2225762680713688 11.34555596693313 9.9422754797433885 6.9109501698786566 9.2893178971596093 7.5063170170522149 8.937743936942443 7.2643102157202932 7.926999632266674 8.5961337534888447 7.6686078358960952 9.4143581868518975 9.9729016686204481 10.183427229849748 11.189932572428278 9.9547603467135506 8.9256405149628666 9.2448770552464179 6.2772072401787113 8.8064390405316999 8.1147136221484395 7.157190164250415 9.6700347934801432 6.9399320106773583 8.5415345228023956 9.3457974093561873 5.8627785394799368 10.687003177158442 9.6788428750956506 10.048012048968754 7.084645445778885 4.7431914838854663 8.8894185977432674 10.326884257608627 7.7728790242810479 8.7277296056912128 7.5092804699947697 8.8562335561431595 8.1050659404345229 10.797659456791925 11.140124042697861 7.9832695164042695 6.7044143549641069 6.2461067654815627 8.3971701488165067 8.4365903268841382 6.2626360674327737 8.1727573291355231 9.6293861768737905 8.3480879135848998 9.2198054365918818 8.4310904923628254 8.0668980673902784 6.2324480165505225 8.0179667034935989 10.587207940173004 10.500311039860483 10.74819420148998 9.3886873740147259 7.2635398266357232 7.994126281227893 9.5106449444291865 7.0755552392570715 7.2704520552393639 7.1210908893052611 6.3510602215576917 5.968 1.5249999999999999 2.1419999999999999 5.1349999999999998 2 2.1720000000000002 1.7350000000000001 1.671 1.9490000000000001 1.3460000000000001 2.1480000000000001 1.877 2.4300000000000002 2.157 1.575 1.4790000000000001 1.835 2.6789999999999998 5.0780000000000003 1.76 2.258 3.2290000000000001 1.1339999999999999 2.617 1.8 1.984 1.546 5.75 4.0510000000000002 2.4220000000000002 4.2869999999999999 1.6910000000000001 2.2789999999999999 1.6 4.423 5.7370000000000001 1.8320000000000001 1.5589999999999999 2.2930000000000001 4.742 4.4420000000000002 2.5308062840941101 1.8120000000000001 4.2240000000000002 1.5009999999999999 1.4510000000000001 1.458 1.5009999999999999 5.4850000000000003 1.885 3.589 3 2.4900000000000002 5.9180000000000001 2.3929999999999998 2.6360000000000001 2.1709999999999998 4.9800000000000004 4.2430000000000003 1.702 3.8479999999999999 2.6019999999999999 1.875 1.9870000000000001 2.0329999999999999 3.1949999999999998 4.6890000000000001 1.528 1.4570000000000001 3.988 1.54 2.2170000000000001 2.1709999999999998 3.84 5.032 4.8769999999999998 2.19 3.1589999999999998 2.996 1.137 1.43 2.0979999999999999 2.5379999999999998 2.0550000000000002 1.587 4.5350000000000001 2.097 2.9089999999999998 1.476 2.262 1.4179999999999999 2.8889999999999998 2.4809999999999999 4.6230000000000002 3.5 2.2509999999999999 2.621 2.5430000000000001 1.506 1.764 3.0510000000000002 5.0380000000000003 2.41 1.4950000000000001 1.6830000000000001 1.163 4.4930000000000003 5.968 2.5720000000000001 1.6679999999999999 6.117 1.284 4.3844662585282403 4.3609999999999998 1.59 2.2269999999999999 3.3069999999999999 1.45 2.4460000000000002 1.63 2.1829999999999998 4.7130000000000001 1.9390000000000001 3.0550000000000002 3.3 2.5870000000000002 1.9 1.794 2.0910000000000002 2.1349999999999998 2.5 6.9249999999999998 5.431 1.988 1.948 2.1459999999999999 3.2010000000000001 2 4.2699999999999996 2.4089999999999998 3.7989999999999999 2.8580000000000001 2.41 3.05 1.415 1.3120000000000001 1.7569999999999999 2.2040000000000002 1.389 1.4279999999999999 1.5289999999999999 5.282 1.907 3.7629999999999999 3. 488 2.6389999999999998 4.6050000000000004 1.5620000000000001 2.34 4.7279999999999998 1.367 1.3720000000000001 1.4770000000000001 4.0410000000000004 6.2830000000000004 2.383 1.504 2.2349999999999999 1.9950000000000001 4.2249999999999996 2.266 3.1739999999999999 1.925 1.536 2.7719999999999998 3.1619999999999999 5.4989999999999997 1.397 1.528 3.8639999999999999 3.7829999999999999 1.6319999999999999 1.909 2.0219999999999998 2.3159999999999998 3.7 5.9009999999999998 1.4830000000000001 1.7070000000000001 1.867 2.077 2.0430000000000001 2.2639999999999998 3.75 2.391 1.75 4.9379999999999997 6.3 3.1 09

ln(Ferility)Onppgdp

ppgdp ln(ferility) SUMMARY OUTPUT
Afghanistan 499 1.7864118629
Albania 3677.2 0.4219944101 Regression Statistics
Algeria 4473 0.761739972 Multiple R 0.464675124
Angola 4321.9 1.6360798434 R Square 0.2159229709 Model 3
Anguilla 13750.1 0.6931471806 Adjusted R Square 0.2119428844
Argentina 9162.1 0.7756484021 Standard Error 0.394983881
Armenia 3030.7 0.5510074134 Observations 199
Aruba 22851.5 0.5134222496
Australia 57118.9 0.6673164205 ANOVA
Austria 45158.8 0.2971372312 df SS MS F Significance F
Azerbaijan 5637.6 0.7645371766 Regression 1 8.4637940666 8.4637940666 54.2508244425 0
Bahamas 22461.6 0.6296747576 Residual 197 30.7344164491 0.1560122662
Bahrain 18184.1 0.8878912574 Total 198 39.1982105157
Bangladesh 670.4 0.7687183674
Barbados 14497.3 0.4542552723 Coefficients Standard Error t Stat P-value Lower 95% Upper 95%
Belarus 5702 0.3913661837 Intercept 1.0583445008 0.0343145899 30.842405675 2.43085878224676E-77 0.9906734176 1.126015584
Belgium 43814.8 0.6070444815 ppgdp -0.0000112289 0.0000015245 -7.3655158979 0 -0.0000142354 -0.0000082224
Belize 4495.8 0.9854435906
Benin 741.1 1.6249174833
Bermuda 92624.7 0.5653138091
Bhutan 2047.2 0.8144794657 RESIDUAL OUTPUT PROBABILITY OUTPUT
Bolivia 1977.9 1.1721724918
Bosnia and Herzegovina 4477.7 0.1257512053 Observation Predicted ln(ferility) Residuals Percentile ln(ferility)
Botswana 7402.9 0.9620286235 1 1.0527412628 0.7336706001 0.2512562814 0.1257512053
Brazil 10715.6 0.5877866649 2 1.0170534651 -0.5950590551 0.7537688442 0.1283932148
Brunei Darussalam 32647.6 0.6851150089 3 1.0081174796 -0.2463775075 1.256281407 0.1510028735
Bulgaria 6365.1 0.4356709502 4 1.0098141715 0.6262656719 1.7587939698 0.2499802053
Burkina Faso 519.7 1.7491998548 5 0.903945537 -0.2107983564 2.2613065327 0.2715526905
Burundi 176.6 1.3989637642 6 0.9554638857 -0.1798154836 2.7638190955 0.2971372312
Cambodia 797.2 0.8845936451 7 1.0243129709 -0.4733055575 3.2663316583 0.3126185577
Cameroon 1206.6 1.4555871876 8 0.8017465181 -0.2883242685 3.7688442211 0.3162695293
Canada 46360.9 0.5253200699 9 0.4169601491 0.2503562714 4.2713567839 0.3285840638
Cape Verde 3244 0.8237367503 10 0.5512593213 -0.2541220901 4.7738693467 0.3343270803
Cayman Islands 57047.9 0.4700036292 11 0.9950402632 -0.2305030865 5.2763819095 0.3471295311
Central African Republic 450.8 1.4868181989 12 0.8061246795 -0.1764499219 5.7788944724 0.3492474281
Chad 727.4 1.7469364256 13 0.8541564442 0.0337348132 6.2814070352 0.3562748639
Chile 11887.7 0.6054082663 14 1.0508166236 -0.2820982561 6.783919598 0.3576744443
China 4354 0.4440445901 15 0.8955552776 -0.4413000053 7.2864321608 0.3715635564
Colombia 6222.8 0.8298610039 16 0.9943171198 -0.6029509361 7.7889447236 0.3722529739
Comoros 736.6 1.5564589876 17 0.5663510084 0.0406934731 8.2914572864 0.3763795272
Congo 2665.1 1.4911047255 18 1.0078614599 -0.0224178693 8.7939698492 0.3770656336
Cook Islands 12212.1 0.9285379413 19 1.0500227379 0.5748947454 9.2964824121 0.3893357262
Costa Rica 7703.8 0.5944312076 20 0.0182678684 0.5470459407 9.7989949749 0.3900130035
Cote dIvoire 1154.1 1.4407825464 21 1.0353566274 -0.2208771617 10.3015075377 0.3913661837
Croatia 13819.5 0.4061315527 22 1.0361347925 0.1360376993 10.8040201005 0.3940670632
Cuba 5704.4 0.3722529739 23 1.0080647036 -0.8823134983 11.3065326633 0.4021262068
Cyprus 28364.3 0.3770656336 24 0.9752178262 -0.0131892026 11.8090452261 0.4061315527
Czech Republic 18838.8 0.4061315527 25 0.9380197369 -0.350233072 12.3115577889 0.4061315527
Democratic Republic of the Congo 200.6 1.7020170937 26 0.6917467589 -0.00663175 12.8140703518 0.4081282255
Denmark 55830.2 0.6339278209 27 0.9868712138 -0.5512002636 13.3165829146 0.4094571294
Djibouti 1282.6 1.2778736122 28 1.0525088239 0.6966910309 13.8190954774 0.4219944101
Dominica 7020.8 1.0986122887 29 1.0563614711 0.3426022931 14.3216080402 0.4239596907
Dominican Republic 5195.4 0.9122827105 30 1.0493927947 -0.1647991496 14.824120603 0.4239596907
East Timor 706.1 1.777998554 31 1.0447956692 0.4107915184 15.3266331658 0.4246139269
Ecuador 4072.6 0.8725478089 32 0.5377610199 -0.0124409499 15.8291457286 0.4291816347
Egypt 2653.7 0.9692626166 33 1.0219178393 -0.198181089 16.3316582915 0.4317824164
El Salvador 3425.6 0.7751878909 34 0.4177574034 0.0522462258 16.8341708543 0.4356709502
Equatorial Guinea 16852.4 1.605429891 35 1.0532824974 0.4335357015 17.3366834171 0.4440445901
Eritrea 429.1 1.4452705662 36 1.0501765743 0.6967598513 17.8391959799 0.4459670514
Estonia 14135.4 0.5318040302 37 0.9248583035 -0.3194500372 18.3417085427 0.4542552723
Ethiopia 324.6 1.3475535328 38 1.0094537227 -0.5654091326 18.8442211055 0.4618454415
Fiji 3545.7 0.9562803801 39 0.988469091 -0.1586080872 19.3467336683 0.4637340162
Finland 44501.7 0.6286086594 40 1.0500732681 0.5063857195 19.8492462312 0.4700036292
France 39545.9 0.6866259636 41 1.0284182691 0.4626864563 20.351758794 0.4885800148
French Polynesia 24669 0.7095125346 42 0.9212156373 0.007322304 20.8542713568 0.4898062565
Gabon 12468.8 1.1615870878 43 0.97183904 -0.3774078323 21.3567839196 0.5116253039
Gambia 579.1 1.5452193401 44 1.0453851882 0.3953973582 21.8592964824 0.5134222496
Georgia 2680.3 0.4239596907 45 0.903166249 -0.4970346963 22.3618090452 0.5205779152
Germany 39857.1 0.3763795272 46 0.9942901704 -0.6220371965 22.864321608 0.5253200699
Ghana 1333.2 1.3832898521 47 0.7398436514 -0.3627780178 23.3668341709 0.5318040302
Greece 26503.8 0.4317824164 48 0.8468048611 -0.4406733085 23.8693467337 0.5347374438
Greenland 35292.7 0.7961549306 49 1.0560919767 0.645925117 24.3718592965 0.5510074134
Grenada 7429 0.7751878909 50 0.4314308762 0.2024969447 24.8743718593 0.5596157879
Guatemala 2882.3 1.3454723666 51 1.0439422702 0.2339313419 25.3768844221 0.5636078092
Guinea 427.5 1.6158175194 52 0.9795084018 0.1191038869 25.8793969849 0.5653138091
Guinea-Bissau 539.4 1.5845302767 53 1.0000056977 -0.0877229872 26.3819095477 0.5675839576
Guyana 2996 0.7839015438 54 1.0504157506 0.7275828034 26.8844221106 0.5844477636
Haiti 612.7 1.1502555218 55 1.0126135447 -0.1400657358 27.3869346734 0.5877866649
Honduras 2026.2 1.0972780657 56 1.028546279 -0.0592836623 27.8894472362 0.5944312076
Hong Kong 31823.7 0.1283932148 57 1.0198786649 -0.244690774 28.391959799 0.6054082663
Hungary 12884 0.3576744443 58 0.8691100154 0.7363198756 28.8944723618 0.6070444815
Iceland 39278 0.74098451 59 1.0535261653 0.3917444009 29.3969849246 0.6243328646
India 1406.4 0.9313763693 60 0.8996190288 -0.3678149986 29.8994974874 0.6286086594
Indonesia 2949.3 0.7202758479 61 1.0546995889 0.2928539439 30.4020100503 0.6296747576
Iran 5227.1 0.4618454415 62 1.01853007 -0.0622496899 30.9045226131 0.6339278209
Iraq 888.5 1.5118250836 63 0.5586378537 0.0699708057 31.4070351759 0.6418538862
Ireland 46220.3 0.7405077519 64 0.6142862043 0.0723397593 31.9095477387 0.6455313266
Israel 29311.6 1.0678093795 65 0.7813379308 -0.0718253962 32.4120603015 0.6465795447
Italy 33877.1 0.3893357262 66 0.91833317 0.2432539178 32.9145728643 0.6549259677
Jamaica 4899 0.8162493777 67 1.0518418252 0.4933775149 33.4170854271 0.6621723763
Japan 43140.9 0.3492474281 68 1.0282475893 -0.6042878986 33.9195979899 0.6668032052
Jordan 4445.3 1.0609104215 69 0.6107917601 -0.2344122328 34.4221105528 0.6673164205
Kazakhstan 9166.7 0.9086617047 70 1.0433740862 0.3399157659 34.9246231156 0.6851150089
Kenya 801.8 1.531043845 71 0.7607350829 -0.3289526665 35.4271356784 0.6866259636
Kiribati 1468.2 1.2527629685 72 0.6620451059 0.1341098248 35.9296482412 0.6871291082
Kuwait 45430.4 0.8113745619 73 0.974924751 -0.1997368601 36.432160804 0.6906440503
Kyrgyzstan 865.4 0.9635559243 74 1.0259793447 0.3194930219 36.9346733668 0.6931471806
Laos 1047.6 0.9333444864 75 1.0535441316 0.5622733878 37.4371859296 0.6931471806
Latvia 10663 0.4094571294 76 1.0522876139 0.5322426628 37.9396984925 0.7040871206
Lebanon 9283.7 0.5675839576 77 1.0247026149 -0.2408010711 38.4422110553 0.7095125346
Lesotho 980.7 1.1154694057 78 1.051464533 0.0987909888 38.9447236181 0.7144193158
Liberia 218.6 1.6170091779 79 1.035592435 0.0616856307 39.4472361809 0.7202758479
Libya 11320.8 0.8796267475 80 0.7009982775 -0.5726050628 39.9497487437 0.7309245449
Lithuania 10975.5 0.4021262068 81 0.9136709166 -0.5559964724 40.4522613065 0.7376424204
Luxembourg 105095.4 0.5205779152 82 0.6172944357 0.1236900743 40.9547738693 0.7405077519
Macao 49990.2 0.1510028735 83 1.0425521282 -0.1111757589 41.4572864322 0.74098451
Madagascar 421.9 1.5025206301 84 1.0252270061 -0.3049511582 41.959798995 0.7584666467
Malawi 357.4 1.7864118629 85 0.9996497405 -0.537804299 42.4623115578 0.761739972
Malaysia 8372.8 0.9446838064 86 1.0483675931 0.4634574905 42.9648241206 0.7636056442
Maldives 4684.5 0.5116253039 87 0.539339808 0.201167944 43.4673366834 0.7645371766
Mali 598.8 1.8110717803 88 0.7292064823 0.3386028972 43.9698492462 0.7687183674
Malta 19599.2 0.2499802053 89 0.6779407847 -0.2886050585 44.472361809 0.7751878909
Marshall Islands 3069.4 1.4780678986 90 1.0033339537 -0.187084576 44.9748743719 0.7751878909
Mauritania 1131.1 1.4727013889 91 0.573918187 -0.2246707589 45.4773869347 0.7756484021
Mauritius 7488.3 0.4637340162 92 1.008428521 0.0524819005 45.9798994975 0.7807000776
Mexico 9100.7 0.8006553883 93 0.9554122326 -0.0467505279 46.4824120603 0.7839015438
Micronesia 2678.2 1.196041434 94 1.0493411416 0.4817027034 46.9849246231 0.7902738913
Moldova 1625.8 0.3715635564 95 1.0418581801 0.2109047884 47.4874371859 0.7961549306
Mongolia 2246.7 0.8944540373 96 0.5482095428 0.2631650191 47.9899497487 0.8006553883
Montenegro 6509.8 0.4885800148 97 1.0486269814 -0.0850710571 48.4924623116 0.8042412281
Morocco 2865 0.7807000776 98 1.0465810697 -0.1132365833 48.9949748744 0.8113745619
Mozambique 407.5 1.5503246479 99 0.9386103788 -0.5291532494 49.4974874372 0.8144794657
Myanmar 876.2 0.6621723763 100 0.9540984473 -0.3865144897 50 0.8162493777
Namibia 5124.7 1.1167795926 101 1.0473322854 0.0681371204 50.5025125628 0.8171331603
Nauru 6190.1 1.1939224685 102 1.0558898559 0.561119322 51.0050251256 0.8180161626
Nepal 534.7 0.9504989032 103 0.9312239861 -0.0515972386 51.5075376884 0.8237367503
Neth Antilles 20321.1 0.6418538862 104 0.935101337 -0.5329751301 52.0100502513 0.8298610039
Netherlands 46909.7 0.5844477636 105 -0.1217647975 0.6423427127 52.5125628141 0.8398415597
New Caledonia 35319.5 0.7376424204 106 0.4970078501 -0.3460049766 53.0150753769 0.8501509294
New Zealand 32372.1 0.7584666467 107 1.0536070136 0.4489136165 53.5175879397 0.8683601981
Nicaragua 1131.9 0.9162907319 108 1.0543312799 0.732080583 54.0201005025 0.8717116885
Niger 357.7 1.9351380521 109 0.9643268832 -0.0196430768 54.5226130653 0.8725478089
Nigeria 1239.8 1.6921232791 110 1.00574256 -0.4941172561 55.0251256281 0.8792117236
North Korea 504 0.6871291082 111 1.0516206152 0.759451165 55.527638191 0.8796267475
Norway 84588.7 0.6668032052 112 0.8382663798 -0.5882861746 56.0301507538 0.8796267475
Oman 20791 0.7636056442 113 1.0238784112 0.4541894874 56.5326633166 0.8845936451
Pakistan 1003.2 1.163463261 114 1.0456434537 0.4270579351 57.0351758794 0.8878912574
Palau 10821.8 0.6931471806 115 0.9742588752 -0.510524859 57.5376884422 0.8944540373
Palestinian Territory 1819.5 1.4516138272 116 0.9561533422 -0.1554979539 58.040201005 0.9086617047
Panama 7614 0.8792117236 117 1.0282711701 0.1677702639 58.5427135678 0.9122827105
Papua New Guinea 1428.4 1.3347378742 118 1.0400885001 -0.6685249437 59.0452261307 0.9162907319
Paraguay 2771.1 1.0501220795 119 1.0331164551 -0.1386624178 59.5477386935 0.9285379413
Peru 5410.7 0.8796267475 120 0.985246387 -0.4966663722 60.0502512563 0.9313763693
Philippines 2140.1 1.1151415906 121 1.0261736052 -0.2454735277 60.5527638191 0.9333444864
Poland 12263.2 0.3471295311 122 1.0537687103 0.4965559377 61.0552763819 0.9446838064
Portugal 21437.6 0.2715526905 123 1.048505709 -0.3863333327 61.5577889447 0.9504989032
Puerto Rico 26461 0.5636078092 124 1.0007995833 0.1159800093 62.0603015075 0.9562803801
Qatar 72397.9 0.7902738913 125 0.9888362772 0.2050861913 62.5628140704 0.9620286235
Republic of Korea 21052.2 0.3285840638 126 1.0523403899 -0.1018414867 63.0653266332 0.9635559243
Romania 7522.4 0.3562748639 127 0.8301602124 -0.1883063263 63.567839196 0.9692626166
Russian Federation 10351.4 0.4246139269 128 0.5315985809 0.0528491827 64.0703517588 0.9704000575
Rwanda 532.3 1.6643048139 129 0.6617441705 0.07589825 64.5728643216 0.9854435906
Saint Lucia 6677.1 0.6455313266 130 0.6948403302 0.0636263165 65.0753768844 1.0195690813
Samoa 3343.3 1.3252165116 131 1.0456344706 -0.1293437387 65.5778894472 1.0501220795
Sao Tome and Principe 1283.3 1.249328506 132 1.0543279112 0.8808101409 66.0804020101 1.0609104215
Saudi Arabia 15835.9 0.9704000575 133 1.0444228686 0.6477004105 66.5829145729 1.0678093795
Senegal 1032.7 1.5271426697 134 1.0526851182 -0.3655560099 67.0854271357 1.0972780657
Serbia 5123.2 0.4459670514 135 0.1085035811 0.5582996242 67.5879396985 1.0986122887
Seychelles 11450.6 0.8501509294 136 0.8248837364 -0.0612780922 68.0904522613 1.1151415906
Sierra Leone 351.7 1.5535022801 137 1.0470796344 0.1163836266 68.5929648241 1.1154694057
Singapore 43783.1 0.3126185577 138 0.9368272241 -0.2436800435 69.0954773869 1.1167795926
Slovakia 15976 0.3162695293 139 1.0379134556 0.4137003716 69.5979899497 1.1343011311
Slovenia 23109.8 0.3900130035 140 0.9728473982 -0.0936356746 70.1005025126 1.1502555218
Solomon Islands 1193.5 1.3964921861 141 1.0423050917 0.2924327825 70.6030150754 1.1512047388
Somalia 114.8 1.8378475734 142 1.0272280021 0.0228940774 71.1055276382 1.1549926221
South Africa 7254.8 0.8683601981 143 0.9975881083 -0.1179613608 71.608040201 1.1615870878
Spain 30542.8 0.4081282255 144 1.0343134594 0.0808281312 72.1105527638 1.163463261
Sri Lanka 2375.3 0.8042412281 145 0.9206418388 -0.5735123077 72.6130653266 1.1721724918
St Vincent and Grenadines 6171.7 0.6906440503 146 0.8176231078 -0.5460704172 73.1155778894 1.1939224685
Sudan 1824.9 1.4410192608 147 0.7612156813 -0.1976078721 73.6180904523 1.196041434
Suriname 7018 0.8180161626 148 0.2453932683 0.544880623 74.1206030151 1.249328506
Swaziland 3311.2 1.1549926221 149 0.8219507389 -0.4933666751 74.6231155779 1.2527629685
Sweden 48906.2 0.6549259677 150 0.9738759686 -0.6176011047 75.1256281407 1.2778736122
Switzerland 68880.2 0.4291816347 151 0.9421093146 -0.5174953877 75.6281407035 1.3083328197
Syria 2931.5 1.0195690813 152 1.0523673393 0.6119374746 76.1306532663 1.32175584
Tajikistan 816 1.1512047388 153 0.9833677864 -0.3378364598 76.6331658291 1.3252165116
Tanzania 516 1.7045662575 154 1.0208028062 0.3044137054 77.135678392 1.3305173457
TFYR Macedonia 4434.5 0.3343270803 155 1.04393441 0.2053940961 77.6381909548 1.3347378742
Thailand 4612.8 0.4239596907 156 0.8805242267 0.0898758308 78.1407035176 1.3454723666
Togo 524.6 1.3517029164 157 1.0467483808 0.4803942889 78.6432160804 1.3475535328
Tonga 3543.1 1.3305173457 158 1.0008164267 -0.5548493753 79.1457286432 1.3517029164
Trinidad and Tobago 15205.1 0.4898062565 159 0.9297664705 -0.0796155411 79.648241206 1.3832898521
Tunisia 4222.1 0.6465795447 160 1.0543952848 0.4991069953 80.1507537688 1.3964921861
Turkey 10095.1 0.7040871206 161 0.5667069656 -0.2540884079 80.6532663317 1.3989637642
Turkmenistan 4587.5 0.8398415597 162 0.8789510531 -0.5626815238 81.1557788945 1.4407825464
Tuvalu 3187.2 1.3083328197 163 0.7988460845 -0.408833081 81.6582914573 1.4410192608
Uganda 509 1.7751218281 164 1.0449427682 0.3515494179 82.1608040201 1.4452705662
Ukraine 3035 0.3940670632 165 1.0570554192 0.7807921542 82.6633165829 1.4516138272
United Arab Emirates 39624.7 0.5347374438 166 0.9768808313 -0.1085206332 83.1658291457 1.4555871876
United Kingdom 36326.8 0.6243328646 167 0.7153814189 -0.3072531934 83.6683417085 1.4727013889
United States 46545.9 0.7309245449 168 1.0316724142 -0.2274311861 84.1708542714 1.4780678986
Uruguay 11952.4 0.7144193158 169 0.9890428896 -0.2983988392 84.6733668342 1.4868181989
Uzbekistan 1427.3 0.8171331603 170 1.0378528194 0.4031664414 85.175879397 1.4911047255
Vanuatu 2963.5 1.32175584 171 0.9795398428 -0.1615236802 85.6783919598 1.5025206301
Venezuela 13502.7 0.8717116885 172 1.0211632549 0.1338293672 86.1809045226 1.5118250836
Viet Nam 1182.7 0.5596157879 173 0.5091800144 0.1457459533 86.6834170854 1.5271426697
Yemen 1437.2 1.5969603909 174 0.284893289 0.1442883457 87.1859296482 1.531043845
Zambia 1237.8 1.8405496334 175 1.0254268811 -0.0058577998 87.6884422111 1.5452193401
Zimbabwe 573.1 1.1343011311 176 1.0491816908 0.102023048 88.1909547739 1.5503246479
177 1.0525503709 0.6520158866 88.6934673367 1.5535022801
178 1.0085497935 -0.6742227132 89.1959798995 1.5564589876
179 1.0065476746 -0.5825879839 89.6984924623 1.5845302767
180 1.0524538021 0.2992491142 90.2010050251 1.5969603909
181 1.0185592652 0.3119580805 90.7035175879 1.605429891
182 0.8876074382 -0.3978011817 91.2060301508 1.6158175194
183 1.0109348191 -0.3643552743 91.7085427136 1.6170091779
184 0.9449872904 -0.2409001698 92.2110552764 1.6249174833
185 1.0068317666 -0.1669902069 92.7135678392 1.6360798434
186 1.0225556427 0.2857771769 93.216080402 1.6643048139
187 1.0526289735 0.7224928546 93.7185929648 1.6921232791
188 1.0242646865 -0.6301976233 94.2211055276 1.7020170937
189 0.6134013643 -0.0786639205 94.7236180905 1.7045662575
190 0.6504332654 -0.0261004008 95.2261306533 1.7469364256
191 0.5356836671 0.1952408778 95.7286432161 1.7491998548
192 0.9241317915 -0.2097124756 96.2311557789 1.7751218281
193 1.0423174435 -0.2251842832 96.7336683417 1.777998554
194 1.0250675553 0.2966882847 97.2361809045 1.7864118629
195 0.9067235753 -0.0350118868 97.7386934673 1.7864118629
196 1.0450640407 -0.4854482528 98.2412060302 1.8110717803
197 1.042206277 0.5547541139 98.743718593 1.8378475734
198 1.0444453265 0.7961043069 99.2462311558 1.8405496334
199 1.0519091988 0.0823919323 99.7487437186 1.9351380521

ppgdp Residual Plot

499 3677.2 4473 4321.8999999999996 13750.1 9162.1 3030.7 22851.5 57118.9 45158.8 5637.6 22461.599999999999 18184.099999999999 670.4 14497.3 5702 43814.8 4495.8 741.1 92624.7 2047.2 1977.9 4477.7 7402.9 10715.6 32647.599999999999 6365.1 519.70000000000005 176.6 797.2 1206.5999999999999 46360.9 3244 57047.9 450.8 727.4 11887.7 4354 6222.8 736.6 2665.1 12212.1 7703.8 1154.0999999999999 13819.5 5704.4 28364.3 18838.8 200.6 55830.2 1282.5999999999999 7020.8 5195.3999999999996 706.1 4072.6 2653.7 3425.6 16852.400000000001 429.1 14135.4 324.60000000000002 3545.7 44501.7 39545.9 24669 12468.8 579.1 2680.3 39857.1 1333.2 26503.8 35292.699999999997 74 29 2882.3 427.5 539.4 2996 612.70000000000005 2026.2 31823.7 12884 39278 1406.4 2949.3 5227.1000000000004 888.5 46220.3 29311.599999999999 33877.1 4899 43140.9 4445.3 9166.7000000000007 801.8 1468.2 45430.400000000001 865.4 1047.5999999999999 10663 9283.7000000000007 980.7 218.6 11320.8 10975.5 105095.4 49990.2 421.9 357.4 8372.7999999999993 4684.5 598.79999999999995 19599.2 3069.4 1131.0999999999999 7488.3 9100.7000000000007 2678.2 1625.8 2246.6999999999998 6509.8 2865 407.5 876.2 5124.7 6190.1 534.70000000000005 20321.099999999999 46909.7 35319.5 32372.1 1131.9000000000001 357.7 1239.8 504 84588.7 20791 1003.2 10821.8 1819.5 7614 1428.4 2771.1 5410.7 2140.1 12263.2 21437.599999999999 26461 72397.899999999994 21052.2 7522.4 10351.4 532.29999999999995 6677.1 3343.3 1283.3 15835.9 1032.7 5123.2 11450.6 351.7 43783.1 15976 23109.8 1193.5 114.8 7254.8 30542.799999999999 2375.3000000000002 6171.7 1824.9 7018 3311.2 48906.2 68880.2 2931.5 816 516 4434.5 4612.8 524.6 3543.1 15205.1 4222.1000000000004 10095.1 4587.5 3187.2 509 3035 39624.699999999997 36326.800000000003 46545.9 11952.4 1427.3 2963.5 13502.7 1182.7 1437.2 1237.8 573.1 0.73367060008076335 -0.59505905508598511 -0.24637750753361176 0.62626567191123272 -0.21079835644876599 -0.17981548360433197 -0.47330555750360292 -0.28832426852870385 0.25035627141619443 -0.25412209005231912 -0.23050308650933582 -0.17644992185959918 3.3734813192667135E-2 -0.28209825614567874 -0.44130000533176578 -0.60295093608505623 4.0693473089380094E-2 -2.241786930410461E-2 0.57489474535550311 0.54704594069753676 -0.22087716165148064 0.13603769927891252 -0.88231349826434613 -1.3189202619627638E-2 -0.35023307198256248 -6.6317500421754216E-3 -0.55120026358892193 0.6966910309199954 0.34260229311512713 -0.16479914960509856 0.41079151841262118 -1.2440949934485857E-2 -0.19818108904107146 5.2246225830625825E-2 0.43353570145220544 0.69675985129851736 -0.31945003722538601 -0.56540913261592041 -0.15860808717031105 0.50638571951374489 0.46268645634122096 7.3223040091969782E-3 -0.37740783234066022 0.39539735817174559 -0.49703469634572317 -0.62203719647034261 -0.36277801783074581 -0.44067330849353747 0.64592511703502264 0.20249694469232227 0.23393134193755993 0.11910388686277085 -8.7722987243567307E-2 0.72758280336503711 -0.14006573576074244 -5.928366233705018E-2 -0.24469077401483208 0.73631987562126688 0.39174440092088525 -0.36781499863139233 0.29285394391310815 -6.2249689861008095E-2 6.9970805691265681E-2 7.2339759288123862E-2 -7.1825396158602728E-2 0.24325391783311801 0.49337751489099224 -0.60428789859162424 -0.23441223284327745 0.33991576592629524 -0.32895266648590493 0.13410982475022037 -0.19973686009706659 0.31949302190858142 0.56227338780461977 0.5322426628361987 -0.24080107107984761 9.8790988782048839E-2 6.1685630664423785E-2 -0.57260506276483514 -0.55599647237524707 0.12369007430458689 -0.11117575892067222 -0.30495115817251828 -0.53780429897173687 0.46345749049485963 0.20116794396453297 0.33860289716571779 -0.28860505851418317 -0.18708457602995809 -0.22467075885 274956 5.2481900456297081E-2 -4.6750527870483172E-2 0.4817027033659631 0.2109047883966324 0.26316501909307932 -8.5071057103729197E-2 -0.11323658325105246 -0.52915324942936426 -0.38651448973092783 6.8137120366548176E-2 0.56111932204818893 -5.1597238594529471E-2 -0.53297513012515418 0.64234271266377829 -0.34600497656325369 0.44891361646474359 0.73208058304255696 -1.9643076816582616E-2 -0.49411725610580148 0.75945116504151811 -0.5882861745504534 0.45418948742071041 0.42705793514904489 -0.51052485898166267 -0.15549795394136878 0.16777026390254268 -0.66852494368587601 -0.13866241780378519 -0.49666637220222937 -0.24547352767946884 0.49655593767036121 -0.38633333269851899 0.11598000927766039 0.20508619128829564 -0.10184148667708715 -0.18830632627378563 5.2849182702113695E-2 7.5898249990677846E-2 6.3626316490237866E-2 -0.12934373869032068 0.88081014089466514 0.64770041045449278 -0.36555600991688608 0.55829962416282808 -6.1278092204811951E-2 0.1163836266321685 -0.24368004354608142 0.41370037161582229 -9.3635674591643903E-2 0.29243278253810456 2.2894077368538657E-2 -0.11796136075204189 8.0828131198345199E-2 -0.57351230770806638 -0.5460704172409675 -0.19760787207678798 0.54488062302011031 -0.49336667511018317 -0.61760110465091 -0.5174953876589059 0.61193747455263581 -0.33783645976355081 0.30441370544152546 0.20539409607254289 8.9875830811140589E-2 0.48039428890133906 -0.55484937532923251 -7.9615541109127164E-2 0.49910699532174596 -0.25408840787951575 -0.56268152376897485 -0.40883308097005716 0.35154941785921601 0.78079215420125103 -0.10852063315949445 -0.30725319341970053 -0.22743118610554081 -0.29839883922580779 0.40316644142740876 -0.16152368021440411 0.13382936715671345 0.14574595330793416 0.14428834572541183 -5.8577998162239187E-3 0.10202304800833129 0.65201588658103704 -0.67422271323894112 -0.58258798385762778 0.29924911423704748 0.31195808047146789 -0.39780118166319195 -0.36435527432746506 -0.24090016976244066 -0.16699020691851452 0.28577717690085591 0.72249285459319146 -0.630197623330922 -7.866392047906412E-2 -2.6100400793229506E-2 0.19524087781188915 -0.20971247561943862 -0.22518428315372185 0.29668828472277919 -3.501188677583067E-2 -0.48544825278766268 0.55475411387379725 0.79610430693150014 8.2391932256846045E-2

ppgdp

Residuals

Normal Probability Plot

0.25125628140703515 0.75376884422110546 1.2562814070351758 1.7587939698492461 2.2613065326633164 2.7638190954773867 3.266331658291457 3.7688442211055273 4.2713567839195976 4.7738693467336679 5.2763819095477382 5.7788944723618085 6.2814070351758788 6.7839195979899491 7.2864321608040195 7.7889447236180898 8.2914572864321592 8.7939698492462313 9.2964824120602998 9.7989949748743719 10.30150753768844 10.804020100502512 11.306532663316581 11.809045226130653 12.311557788944722 12.814070351758794 13.316582914572862 13.819095477386934 14.321608040201003 14.824120603015075 15.326633165829143 15.829145728643216 16.331658291457284 16.834170854271353 17.336683417085425 17.839195979899497 18.341708542713565 18.844221105527634 19.346733668341706 19.849246231155778 20.351758793969847 20.854271356783915 21.356783919597987 21.859296482412059 22.361809045226128 22.864321608040196 23.366834170854268 23.86934673366834 24.371859296482409 24.874371859296478 25.37688442211055 25.879396984924622 26.38190954773869 26.884422110552759 27.386934673366831 27.889447236180903 28.391959798994971 28.89447236180904 29.396984924623112 29.899497487437184 30.402010050251253 30.904522613065321 31.407035175879393 31.909547738693465 32.412060301507537 32.914572864321606 33.417085427135675 33.91959798994975 34.422110552763819 34.924623115577887 35.427135678391963 35.929648241206031 36.4321608040201 36.934673366834168 37.437185929648237 37.939698492462313 38.442211055276381 38.94472361809045 39.447236180904525 39.949748743718594 40.452261306532662 40.954773869346731 41.457286432160799 41.959798994974875 42.462311557788944 42.964824120603012 43.467336683417088 43.969849246231156 44.472361809045225 44.974874371859293 45.477386934673362 45.979899497487438 46.482412060301506 46.984924623115575 47.48743718592965 47.989949748743719 48.492462311557787 48.994974874371856 49.4974 87437185924 50 50.502512562814069 51.005025125628137 51.507537688442213 52.010050251256281 52.51256281407035 53.015075376884418 53.517587939698487 54.020100502512562 54.522613065326631 55.0251256281407 55.527638190954775 56.030150753768844 56.532663316582912 57.035175879396981 57.537688442211049 58.040201005025125 58.542713567839193 59.045226130653262 59.547738693467338 60.050251256281406 60.552763819095475 61.055276381909543 61.557788944723612 62.060301507537687 62.562814070351756 63.065326633165824 63.5678391959799 64.070351758793961 64.572864321608037 65.075376884422113 65.577889447236174 66.08040201005025 66.582914572864311 67.085427135678387 67.587939698492463 68.090452261306524 68.5929648241206 69.095477386934675 69.597989949748737 70.100502512562812 70.603015075376888 71.105527638190949 71.608040201005025 72.110552763819086 72.613065326633162 73.115577889447238 73.618090452261299 74.120603015075375 74.623115577889436 75.125628140703512 75.628140703517587 76.130653266331649 76.633165829145725 77.1356783919598 77.638190954773862 78.140703517587937 78.643216080402013 79.145728643216074 79.64824120603015 80.150753768844211 80.653266331658287 81.155778894472363 81.658291457286424 82.1608040201005 82.663316582914561 83.165829145728637 83.668341708542712 84.170854271356774 84.673366834170849 85.175879396984925 85.678391959798986 86.180904522613062 86.683417085427138 87.185929648241199 87.688442211055275 88.190954773869336 88.693467336683412 89.195979899497488 89.698492462311549 90.201005025125625 90.703517587939686 91.206030150753762 91.708542713567837 92.211055276381899 92.713567839195974 93.21608040201005 93.718592964824111 94.221105527638187 94.723618090452263 95.226130653266324 95.7286432160804 96.231155778894461 96.733668341708537 97.236180904522612 97.738693467336674 98.241206030150749 98.743718592964811 99.246231155778887 99.748743718592962 0.12575120530556025 0.12839321476839899 0.15100287353652742 0.24998020526776946 0.27155269052189734 0.2971372312225361 0.31261855774181252 0.31626952930369356 0.32858406377220672 0.33432708027482477 0.34712953109520095 0.3492474281099357 0.3562748639173926 0.35767444427181588 0.37156355643248301 0.37225297390205087 0.37637952721306783 0.37706563358646639 0.38933572617828072 0.39001300354924279 0.39136618372866283 0.39406706315579509 0.40212620684264982 0.40613155265132483 0.40613155265132483 0.4081282255276481 0.40945712937770185 0.42199441005937488 0.42395969074432877 0.42395969074432877 0.42461392694692518 0.42918163472548043 0.43178241642553783 0.43567095016523022 0.44404459007563946 0.44596705141749426 0.45425527227759638 0.46184544154427198 0.46373401623214022 0.47000362924573563 0.48858001481867092 0.48980625654191517 0.51162530393655492 0.51342224961325666 0.52057791520866903 0.52532006991644331 0.53180403015118238 0.53473744381230359 0.55100741339882253 0.55961578793542266 0.56360780920496012 0.56531380905006046 0.56758395758459956 0.58444776363660444 0.58778666490211906 0.5944312076207876 0.60540826625193855 0.60704448150653356 0.62433286455958559 0.62860865942237409 0.62967475760437175 0.63392782089997413 0.64185388617239469 0.64553132661828205 0.64657954474361057 0.65492596773974754 0.66217237626051473 0.66680320522034331 0.66731642052542384 0.68511500886268106 0.68662596356967986 0.68712910823438234 0.69064405034182685 0.69314718055994529 0.69314718055994529 0.7040871205982796 0.70951253464620956 0.71441931583548512 0.72027584794819799 0.73092454489397518 0.73764242044649664 0.74050775191978291 0.74098450997410537 0.75846664668058783 0.76173997202555699 0.76360564420850674 0.76453717664661835 0.76871836740701938 0.7751878908961547 0.7751878908961547 0.77564840207168906 0.78070007756780679 0.78390154382840938 0.79027389129066816 0.79615493063417442 0.80065538827523053 0.80424122806553211 0.81137456192459512 0.81447946572747032 0.81624937769392869 0.81713316034093642 0.81801616260581456 0.8237367502635472 0.82986100387576744 0.8398415597107487 0.85015092936961001 0.86836019811660503 0.87171168847618763 0.87254780892623618 0.87921172363273425 0.87962674750256364 0.87962674750256364 0.88459364513090055 0.88789125735245711 0.89445403726498074 0.9086617047096639 0.91228271047661635 0.91629073187415511 0.92853794133402046 0.9313763692921958 0.93334448643998269 0.94468380637537297 0.95049890320389219 0.95628038009031346 0.96202862354800878 0.96355592434126924 0.96926261664026081 0.97040005752118697 0.98544359056247166 1.0195690813276568 1.0501220795076758 1.0609104214840981 1.0678093795130645 1.097278065654973 1.0986122886681098 1.1151415906193203 1.1154694057345327 1.1167795926235586 1.1343011310766167 1.1502555218199482 1.1512047387872804 1.1549926221042173 1.161587087829498 1.163463260987726 1.1721724917761382 1.1939224684724346 1.1960414339996557 1.2493285060467332 1.2527629684953681 1.2778736121654701 1.3083328196501789 1.3217558399823195 1.3252165116113002 1.3305173456508921 1.3347378742054885 1.3454723665996355 1.34755353280346 1.3517029163502716 1.383289852099592 1.3964921860963366 1.3989637642205535 1.4407825464039603 1.441019260809137 1.4452705662201879 1.451613827240533 1.4555871876158399 1.4727013888606293 1.4780678985817615 1.4868181988861897 1.4911047254722358 1.5025206300880229 1.5118250835670999 1.52714266970 72703 1.5310438450060884 1.5452193401074492 1.5503246479415937 1.553502280103797 1.5564589876432138 1.5845302767279155 1.5969603909229877 1.6054298910365616 1.6158175193981394 1.6170091779304185 1.6249174832824866 1.6360798433805215 1.6643048138749406 1.6921232790527083 1.7020170937271937 1.7045662575256777 1.7469364256197339 1.7491998548092591 1.7751218280750316 1.7779985539780179 1.7864118629014598 1.7864118629014598 1.8110717802604279 1.83784757342081 1.8405496333974869 1.9351380520734023

Sample Percentile

ln(ferility)

ln(ferility)

ln(ferility) 499 3677.2 4473 4321.8999999999996 13750.1 9162.1 3030.7 22851.5 57118.9 45158.8 5637.6 22461.599999999999 18184.099999999999 670.4 14497.3 5702 43814.8 4495.8 741.1 92624.7 2047.2 1977.9 4477.7 7402.9 10715.6 32647.599999999999 6365.1 519.70000000000005 176.6 797.2 1206.5999999999999 46360.9 3244 57047.9 450.8 727.4 11887.7 4354 6222.8 736.6 2665.1 12212.1 7703.8 1154.0999999999999 13819.5 5704.4 28364.3 18838.8 200.6 55830.2 1282.5999999999999 7020.8 5195.3999999999996 706.1 4072.6 2653.7 3425.6 16852.400000000001 429.1 14135.4 324.60000000000002 3545.7 44501.7 39545.9 24669 12468.8 579.1 2680.3 39857.1 1333.2 26503.8 35292.699999999997 7429 2882.3 427.5 539.4 2996 612.70000000000005 2026.2 31823.7 12884 39278 1406.4 2949.3 5227.1000000000004 888.5 46220.3 29311.599999999999 33877.1 4899 43140.9 4445.3 9166.7000000000007 801.8 1468.2 45430.400000000001 865.4 1047.5999999999999 10663 9283.7000000000007 980 .7 218.6 11320.8 10975.5 105095.4 49990.2 421.9 357.4 8372.7999999999993 4684.5 598.79999999999995 19599.2 3069.4 1131.0999999999999 7488.3 9100.7000000000007 2678.2 1625.8 2246.6999999999998 6509.8 2865 407.5 876.2 5124.7 6190.1 534.70000000000005 20321.099999999999 46909.7 35319.5 32372.1 1131.9000000000001 357.7 1239.8 504 84588.7 20791 1003.2 10821.8 1819.5 7614 1428.4 2771.1 5410.7 2140.1 12263.2 21437.599999999999 26461 72397.899999999994 21052.2 7522.4 10351.4 532.29999999999995 6677.1 3343.3 1283.3 15835.9 1032.7 5123.2 11450.6 351.7 43783.1 15976 23109.8 1193.5 114.8 7254.8 30542.799999999999 2375.3000000000002 6171.7 1824.9 7018 3311.2 48906.2 68880.2 2931.5 816 516 4434.5 4612.8 524.6 3543.1 15205.1 4222.1000000000004 10095.1 4587.5 3187.2 509 3035 39624.699999999997 36326.800000000003 46545.9 11952.4 1427.3 2963.5 13502.7 1182.7 1437.2 1237.8 573.1 1.7864118629014598 0.42199441005937488 0.76173997202555699 1.6360798433805215 0.69314718055994529 0.77564840207168906 0.55100741339882253 0.51342224961325666 0.66731642052542384 0.2971372312225361 0.76453717664661835 0.62967475760437175 0.88789125735245711 0.76871836740701938 0.45425527227759638 0.39136618372866283 0.60704448150653356 0.98544359056247166 1.6249174832824866 0.56531380905006046 0.81447946572747032 1.1721724917761382 0.12575120530556025 0.96202862354800878 0.58778666490211906 0.68511500886268106 0.43567095016523022 1.7491998548092591 1.3989637642205535 0.88459364513090055 1.4555871876158399 0.52532006991644331 0.8237367502635472 0.47000362924573563 1.4868181988861897 1.7469364256197339 0.60540826625193855 0.44404459007563946 0.82986100387576744 1.5564589876432138 1.4911047254722358 0.92853794133402046 0.5944312076207876 1.4407825464039603 0.40613155265132483 0.37225297390205087 0.37706563358646639 0.40613155265132483 1.7020170937271937 0.63392782089997413 1.2778736121654701 1.0986122886681098 0.91228271047661635 1.7779985539780179 0.87254780892623618 0.96926261664026081 0.7751878908961547 1.6054298910365616 1.4452705662201879 0.53180403015118238 1.34755353280346 0.95628038009031346 0.62860865942237409 0.68662596356967986 0.70951253464620956 1.161587087829498 1.5452193401074492 0.42395969074432877 0.37637952721306783 1.383289852099592 0.43178241642553783 0.79615493063417442 0.7751878908961547 1.3454723665996355 1.6158175193981394 1.5845302767279155 0.78390154382840938 1.1502555218199482 1.097278065654973 0.12839321476839899 0.35767444427181588 0.74098450997410537 0.9313763692921958 0.72027584794819799 0.46184544154427198 1.5118250835670999 0.74050775191978291 1.0678093795130645 0.38933572617828072 0.81624937769392869 0.3492474281099357 1.0609104214840981 0.9086617047096639 1.5310438450060884 1.2527629684953681 0.81137456192459512 0.96355592434126924 0.93334448643998269 0.40945712937770185 0.56758395758459956 1.1154694057345327 1.6170091779304185 0.87962674750256364 0.40212620684264982 0.52057791520866903 0.15100287353652742 1.5025206300880229 1.7864118629014598 0.94468380637537297 0.51162530393655492 1.8110717802604279 0.24998020526776946 1.4780678985817615 1.4727013888606293 0.46373401623214022 0.80065538827523053 1.1960414339996557 0.37156355643248301 0.89445403726498074 0.48858001481867092 0.78070007756780679 1.5503246479415937 0.66217237626051473 1.1167795926235586 1.1939224684724346 0.95049890320389219 0.64185388617239469 0.58444776363660444 0.73764242044649664 0.75846664668058783 0.91629073187415511 1.9351380520734023 1.6921232790527083 0.68712910823438234 0.66680320522034331 0.76360564420850674 1.163463260987726 0.69314718055994529 1.451613827240533 0.87921172363273425 1.3347378742054885 1.0501220795076758 0.87962674750256364 1.1151415906193203 0.34712953109520095 0.27155269052189734 0.56360780920496012 0.79027389129066816 0.32858406377220672 0.3562748639173926 0.42461392694692518 1.6643048138749406 0.64553132661828205 1.3252165116113002 1.2493285060467332 0.97040005752118697 1.5271426697072703 0.44596705141749426 0.85015092936961001 1.553502280103797 0.31261855774181252 0.31626952930369356 0.39001300354924279 1.3964921860963366 1.83784757342081 0.86836019811660503 0.4081282255276481 0.80424122806553211 0.69064405034182685 1.441019260809137 0.81801616260581456 1.1549926221042173 0.65492596773974754 0.42918163472548043 1.0195690813276568 1.1512047387872804 1.7045662575256777 0.33432708027482477 0.42395969074432877 1.3517029163502716 1.3305173456508921 0.48980625654191517 0.64657954474361057 0.7040871205982796 0.8398415597107487 1.3083328196501789 1.7751218280750316 0.39406706315579509 0.53473744381230359 0.62433286455958559 0.73092454489397518 0.71441931583548512 0.81713316034093642 1.3217558399823195 0.87171168847618763 0.55961578793542266 1.5969603909229877 1.8405496333974869 1.1343011310766167

ln(Ferility)Onln(ppgdp)

ln(ppgdp) ln(ferility) SUMMARY OUTPUT
Afghanistan 6.2126060958 1.7864118629
Albania 8.209906872 0.4219944101 Regression Statistics
Algeria 8.4058146034 0.761739972 Multiple R 0.7252482571
Angola 8.3714503994 1.6360798434 R Square 0.5259850345 Model 4
Anguilla 9.5288013758 0.6931471806 Adjusted R Square 0.5235788671
Argentina 9.122830689 0.7756484021 Standard Error 0.3071114681
Armenia 8.0165488949 0.5510074134 Observations 199
Aruba 10.0367720397 0.5134222496
Australia 10.9528903391 0.6673164205 ANOVA
Austria 10.7179404457 0.2971372312 df SS MS F Significance F
Azerbaijan 8.637213722 0.7645371766 Regression 1 20.6176721099 20.6176721099 218.5986927254 9.06235683202192E-34
Bahamas 10.0195624635 0.6296747576 Residual 197 18.5805384058 0.0943174538
Bahrain 9.8083028649 0.8878912574 Total 198 39.1982105157
Bangladesh 6.5078745492 0.7687183674
Barbados 9.5817177042 0.4542552723 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Belarus 8.6485722695 0.3913661837 Intercept 2.6655073378 0.1205657647 22.1083268954 2.93530254356805E-55 2.4277421211 2.9032725545 2.4277421211 2.9032725545
Belgium 10.6877269388 0.6070444815 ln(ppgdp) -0.2071497864 0.0140107282 -14.7850834534 9.06235683202192E-34 -0.2347800498 -0.1795195229 -0.2347800498 -0.1795195229
Belize 8.4108989066 0.9854435906
Benin 6.608135569 1.6249174833
Bermuda 11.4363111237 0.5653138091
Bhutan 7.6242282848 0.8144794657 RESIDUAL OUTPUT PROBABILITY OUTPUT
Bolivia 7.5897909548 1.1721724918
Bosnia and Herzegovina 8.4068648007 0.1257512053 Observation Predicted ln(ferility) Residuals Percentile ln(ferility)
Botswana 8.9096270943 0.9620286235 1 1.3785673124 0.4078445505 0.2512562814 0.1257512053
Brazil 9.2794559026 0.5877866649 2 0.9648268833 -0.5428324732 0.7537688442 0.1283932148
Brunei Darussalam 10.3935266251 0.6851150089 3 0.9242446386 -0.1625046665 1.256281407 0.1510028735
Bulgaria 8.7585852218 0.4356709502 4 0.9313631761 0.7047166673 1.7587939698 0.2499802053
Burkina Faso 6.253251722 1.7491998548 5 0.6916181686 0.001529012 2.2613065327 0.2715526905
Burundi 5.1738872882 1.3989637642 6 0.7757149096 -0.0000665075 2.7638190955 0.2971372312
Cambodia 6.6811055883 0.8845936451 7 1.0048809469 -0.4538735335 3.2663316583 0.3126185577
Cameroon 7.095561766 1.4555871876 8 0.5863921541 -0.0729699045 3.7688442211 0.3162695293
Canada 10.7442117106 0.5253200699 9 0.3966184441 0.2706979764 4.2713567839 0.3285840638
Cape Verde 8.0845624152 0.8237367503 10 0.4452882643 -0.1481510331 4.7738693467 0.3343270803
Cayman Islands 10.9516465448 0.4700036292 11 0.8763103606 -0.1117731839 5.2763819095 0.3471295311
Central African Republic 6.1110237822 1.4868181989 12 0.5899571141 0.0397176435 5.7788944724 0.3492474281
Chad 6.5894765326 1.7469364256 13 0.6337194948 0.2541717625 6.2814070352 0.3562748639
Chile 9.3832595311 0.6054082663 14 1.3174025153 -0.5486841479 6.783919598 0.3576744443
China 8.3788502418 0.4440445901 15 0.6806565625 -0.2264012902 7.2864321608 0.3715635564
Colombia 8.7359752452 0.8298610039 16 0.8739574399 -0.4825912562 7.7889447236 0.3722529739
Comoros 6.602045004 1.5564589876 17 0.4515469858 0.1554974957 8.2914572864 0.3763795272
Congo 7.8879968593 1.4911047255 18 0.9231914263 0.0622521643 8.7939698492 0.3770656336
Cook Islands 9.4101825425 0.9285379413 19 1.2966334665 0.3282840168 9.2964824121 0.3893357262
Costa Rica 8.9494689926 0.5944312076 20 0.2964779318 0.2688358772 9.7989949749 0.3900130035
Cote dIvoire 7.0510760984 1.4407825464 21 1.0861500775 -0.2716706118 10.3015075377 0.3913661837
Croatia 9.5338359172 0.4061315527 22 1.093283763 0.0788887287 10.8040201005 0.3940670632
Cuba 8.6489930859 0.3722529739 23 0.9240270904 -0.7982758851 11.3065326633 0.4021262068
Cyprus 10.2528865912 0.3770656336 24 0.8198799887 0.1421486348 11.8090452261 0.4061315527
Czech Republic 9.8436738518 0.4061315527 25 0.7432700301 -0.1554833652 12.3115577889 0.4061315527
Democratic Republic of the Congo 5.3013128755 1.7020170937 26 0.5124905179 0.1726244909 12.8140703518 0.4081282255
Denmark 10.9300702206 0.6339278209 27 0.8511682803 -0.4154973302 13.3165829146 0.4094571294
Djibouti 7.1566445467 1.2778736122 28 1.3701475796 0.3790522752 13.8190954774 0.4219944101
Dominica 8.8566324506 1.0986122887 29 1.5937376915 -0.1947739272 14.3216080402 0.4239596907
Dominican Republic 8.5555288977 0.9122827105 30 1.2815177426 -0.3969240974 14.824120603 0.4239596907
East Timor 6.5597568705 1.777998554 31 1.1956632339 0.2599239537 15.3266331658 0.4246139269
Ecuador 8.3120368951 0.8725478089 32 0.4398461774 0.0854738925 15.8291457286 0.4291816347
Egypt 7.8837101716 0.9692626166 33 0.9907919607 -0.1670552105 16.3316582915 0.4317824164
El Salvador 8.1390319178 0.7751878909 34 0.3968760958 0.0731275334 16.8341708543 0.4356709502
Equatorial Guinea 9.7322483589 1.605429891 35 1.3996100669 0.087208132 17.3366834171 0.4440445901
Eritrea 6.061689992 1.4452705662 36 1.3004986819 0.4464377437 17.8391959799 0.4459670514
Estonia 9.5564375683 0.5318040302 37 0.7217671306 -0.1163588644 18.3417085427 0.4542552723
Ethiopia 5.7825936551 1.3475535328 38 0.9298303003 -0.4857857102 18.8442211055 0.4618454415
Fiji 8.1734908807 0.9562803801 39 0.8558519322 -0.0259909283 19.3467336683 0.4637340162
Finland 10.7032826697 0.6286086594 40 1.2978951257 0.2585638619 19.8492462312 0.4700036292
France 10.5852173016 0.6866259636 41 1.0315104736 0.4595942518 20.351758794 0.4885800148
French Polynesia 10.1133026736 0.7095125346 42 0.7161900346 0.2123479068 20.8542713568 0.4898062565
Gabon 9.4309848031 1.1615870878 43 0.811626748 -0.2171955404 21.3567839196 0.5116253039
Gambia 6.3614751742 1.5452193401 44 1.2048784305 0.235904116 21.8592964824 0.5134222496
Georgia 7.8936840075 0.4239596907 45 0.6905752644 -0.2844437118 22.3618090452 0.5205779152
Germany 10.5930558365 0.3763795272 46 0.8738702679 -0.501617294 22.864321608 0.5253200699
Ghana 7.1953373464 1.3832898521 47 0.5416240709 -0.1645584373 23.3668341709 0.5318040302
Greece 10.1850433979 0.4317824164 48 0.6263924024 -0.2202608498 23.8693467337 0.5347374438
Greenland 10.4714314227 0.7961549306 49 1.5673415083 0.1346755855 24.3718592965 0.5510074134
Grenada 8.9131465392 0.7751878909 50 0.4013456268 0.2325821941 24.8743718593 0.5596157879
Guatemala 7.9663438655 1.3454723666 51 1.1830099489 0.0948636632 25.3768844221 0.5636078092
Guinea 6.0579542884 1.6158175194 52 0.8308578178 0.2677544708 25.8793969849 0.5653138091
Guinea-Bissau 6.2904574107 1.5845302767 53 0.8932313545 0.019051356 26.3819095477 0.5675839576
Guyana 8.0050333446 0.7839015438 54 1.3066551035 0.4713434504 26.8844221106 0.5844477636
Haiti 6.4178754197 1.1502555218 55 0.9436706708 -0.0711228619 27.3869346734 0.5877866649
Honduras 7.6139173966 1.0972780657 56 1.0323984601 -0.0631358434 27.8894472362 0.5944312076
Hong Kong 10.3679665742 0.1283932148 57 0.9795086149 -0.204320724 28.391959799 0.6054082663
Hungary 9.4637415105 0.3576744443 58 0.6494741695 0.9559557215 28.8944723618 0.6070444815
Iceland 10.5784198447 0.74098451 59 1.409829551 0.0354410152 29.3969849246 0.6243328646
India 7.2487885269 0.9313763693 60 0.6858933372 -0.1540893071 29.8994974874 0.6286086594
Indonesia 7.989323133 0.7202758479 61 1.4676442976 -0.1200907648 30.4020100503 0.6296747576
Iran 8.56161191 0.4618454415 62 0.9723704481 -0.016090068 30.9045226131 0.6339278209
Iraq 6.7895346476 1.5118250836 63 0.4483246195 0.1802840399 31.4070351759 0.6418538862
Ireland 10.7411743745 0.7405077519 64 0.4727818353 0.2138441283 31.9095477387 0.6455313266
Israel 10.2857386211 1.0678093795 65 0.5705388496 0.138973685 32.4120603015 0.6465795447
Italy 10.4304945489 0.3893357262 66 0.7118808507 0.4497062371 32.9145728643 0.6549259677
Jamaica 8.4967863816 0.8162493777 67 1.3477291146 0.1974902255 33.4170854271 0.6621723763
Japan 10.672226782 0.3492474281 68 1.0303323821 -0.6063726914 33.9195979899 0.6668032052
Jordan 8.3996026372 1.0609104215 69 0.4711580844 -0.0947785572 34.4221105528 0.6673164205
Kazakhstan 9.1233326313 0.9086617047 70 1.1749947437 0.2082951084 34.9246231156 0.6851150089
Kenya 6.6868592002 1.531043845 71 0.5556777739 -0.1238953575 35.4271356784 0.6866259636
Kiribati 7.2917924397 1.2527629685 72 0.4963525558 0.2998023749 35.9296482412 0.6871291082
Kuwait 10.7239367635 0.8113745619 73 0.8191509365 -0.0439630456 36.432160804 0.6906440503
Kyrgyzstan 6.7631918278 0.9635559243 74 1.015280908 0.3301914586 36.9346733668 0.6931471806
Laos 6.9542571126 0.9333444864 75 1.4106034012 0.2052141182 37.4371859296 0.6931471806
Latvia 9.274535084 0.4094571294 76 1.3624404291 0.2220898476 37.9396984925 0.7040871206
Lebanon 9.1360154532 0.5675839576 77 1.0072663907 -0.2233648469 38.4422110553 0.7095125346
Lesotho 6.8882666024 1.1154694057 78 1.3360458158 -0.1857902939 38.9447236181 0.7144193158
Liberia 5.3872435757 1.6170091779 79 1.0882859758 0.0089920899 39.4472361809 0.7202758479
Libya 9.3343970206 0.8796267475 80 0.517785277 -0.3893920623 39.9497487437 0.7309245449
Lithuania 9.303420795 0.4021262068 81 0.7050953058 -0.3474208615 40.4522613065 0.7376424204
Luxembourg 11.5626237881 0.5205779152 82 0.474189927 0.266794583 40.9547738693 0.7405077519
Macao 10.8195822652 0.1510028735 83 1.1639223431 -0.2325459738 41.4572864322 0.74098451
Madagascar 6.0447683191 1.5025206301 84 1.0105207577 -0.2902449097 41.959798995 0.7584666467
Malawi 5.8788556027 1.7864118629 85 0.8919712598 -0.4301258183 42.4623115578 0.761739972
Malaysia 9.0327436356 0.9446838064 86 1.2590566861 0.2527683975 42.9648241206 0.7636056442
Maldives 8.4520144654 0.5116253039 87 0.4404753609 0.300032391 43.4673366834 0.7645371766
Mali 6.3949276525 1.8110717803 88 0.5348187799 0.5329905996 43.9698492462 0.7687183674
Malta 9.8832440281 0.2499802053 89 0.5048326204 -0.1154968942 44.472361809 0.7751878909
Marshall Islands 8.0292373817 1.4780678986 90 0.9053998541 -0.0891504765 44.9748743719 0.7751878909
Mauritania 7.0309458895 1.4727013889 91 0.45475784 -0.1055104119 45.4773869347 0.7756484021
Mauritius 8.9210970815 0.4637340162 92 0.925531446 0.1353789754 45.9798994975 0.7807000776
Mexico 9.1161066126 0.8006553883 93 0.7756109324 0.1330507723 46.4824120603 0.7839015438
Micronesia 7.8929002061 1.196041434 94 1.2803258831 0.2507179619 46.9849246231 0.7902738913
Moldova 7.3937552813 0.3715635564 95 1.1550140918 0.0977488767 47.4874371859 0.7961549306
Mongolia 7.7172177519 0.8944540373 96 0.4440461284 0.3673284336 47.9899497487 0.8006553883
Montenegro 8.7810640128 0.4885800148 97 1.2645135956 -0.3009576713 48.4924623116 0.8042412281
Morocco 7.9603236291 0.7807000776 98 1.2249344627 -0.2915899762 48.9949748744 0.8113745619
Mozambique 6.0100409327 1.5503246479 99 0.7442893766 -0.3348322472 49.4974874372 0.8144794657
Myanmar 6.7755943754 0.6621723763 100 0.7729836885 -0.205399731 50 0.8162493777
Namibia 8.5418272657 1.1167795926 101 1.2386043828 -0.123134977 50.5025125628 0.8171331603
Nauru 8.7307065206 1.1939224685 102 1.5495409821 0.0674681959 51.0050251256 0.8180161626
Nepal 6.281705842 0.9504989032 103 0.7318889892 0.1477377583 51.5075376884 0.8237367503
Neth Antilles 9.9194150341 0.6418538862 104 0.7383057078 -0.3361795009 52.0100502513 0.8298610039
Netherlands 10.7559797561 0.5844477636 105 0.2703122904 0.2502656248 52.5125628141 0.8398415597
New Caledonia 10.4721904983 0.7376424204 106 0.4242331831 -0.2732303096 53.0150753769 0.8501509294
New Zealand 10.3850522197 0.7584666467 107 1.4133348719 0.0891857581 53.5175879397 0.8683601981
Nicaragua 7.0316529156 0.9162907319 108 1.4477036557 0.3387082072 54.0201005025 0.8717116885
Niger 5.8796946463 1.9351380521 109 0.7943764235 0.1503073829 54.5226130653 0.8725478089
Nigeria 7.1227053553 1.6921232791 110 0.914674347 -0.4030490431 55.0251256281 0.8792117236
North Korea 6.2225762681 0.6871291082 111 1.3407994408 0.4702723394 55.527638191 0.8796267475
Norway 11.3455559669 0.6668032052 112 0.6181954489 -0.3682152436 56.0301507538 0.8796267475
Oman 9.9422754797 0.7636056442 113 1.0022525296 0.475815369 56.5326633166 0.8845936451
Pakistan 6.9109501699 1.163463261 114 1.2090483989 0.2636529899 57.0351758794 0.8878912574
Palau 9.2893178972 0.6931471806 115 0.8175039833 -0.3537699671 57.5376884422 0.8944540373
Palestinian Territory 7.5063170171 1.4516138272 116 0.7771078006 0.0235475877 58.040201005 0.9086617047
Panama 8.9377439369 0.8792117236 117 1.0304947464 0.1655466876 58.5427135678 0.9122827105
Papua New Guinea 7.2643102157 1.3347378742 118 1.1338925109 -0.7623289545 59.0452261307 0.9162907319
Paraguay 7.9269996323 1.0501220795 119 1.0668873292 -0.172433292 59.5477386935 0.9285379413
Peru 8.5961337535 0.8796267475 120 0.8465118036 -0.3579317888 60.0502512563 0.9313763693
Philippines 7.6686078359 1.1151415906 121 1.0165279987 -0.2358279211 60.5527638191 0.9333444864
Poland 9.4143581869 0.3471295311 122 1.4205286426 0.1297960053 61.0552763819 0.9446838064
Portugal 9.9729016686 0.2715526905 123 1.2619444105 -0.5997720343 61.5577889447 0.9504989032
Puerto Rico 10.1834272298 0.5636078092 124 0.8960696446 0.220709948 62.0603015075 0.9562803801
Qatar 11.1899325724 0.7902738913 125 0.8569433473 0.3369791211 62.5628140704 0.9620286235
Republic of Korea 9.9547603467 0.3285840638 126 1.3642533147 -0.4137544115 63.0653266332 0.9635559243
Romania 8.925640515 0.3562748639 127 0.6107026327 0.0311512534 63.567839196 0.9692626166
Russian Federation 9.2448770552 0.4246139269 128 0.4374084293 0.1470393343 64.0703517588 0.9704000575
Rwanda 6.2772072402 1.6643048139 129 0.4961953134 0.241447107 64.5728643216 0.9854435906
Saint Lucia 8.8064390405 0.6455313266 130 0.5142459892 0.2442206575 65.0753768844 1.0195690813
Samoa 8.1147136221 1.3252165116 131 1.2089019386 -0.2926112067 65.5778894472 1.0501220795
Sao Tome and Principe 7.1571901643 1.249328506 132 1.447529848 0.4876082041 66.0804020101 1.0609104215
Saudi Arabia 9.6700347935 0.9704000575 133 1.1900404452 0.5020828339 66.5829145729 1.0678093795
Senegal 6.9399320107 1.5271426697 134 1.3765019933 -0.6893728851 67.0854271357 1.0972780657
Serbia 8.5415345228 0.4459670514 135 0.3152778432 0.351525362 67.5879396985 1.0986122887
Seychelles 9.3457974094 0.8501509294 136 0.6059670963 0.1576385479 68.0904522613 1.1151415906
Sierra Leone 5.8627785395 1.5535022801 137 1.2339054866 -0.0704422256 68.5929648241 1.1154694057
Singapore 10.6870031772 0.3126185577 138 0.74122712 -0.0480799395 69.0954773869 1.1167795926
Slovakia 9.6788428751 0.3162695293 139 1.1105753714 0.3410384558 69.5979899497 1.1343011311
Slovenia 10.048012049 0.3900130035 140 0.8140555908 0.0651561329 70.1005025126 1.1502555218
Solomon Islands 7.0846454458 1.3964921861 141 1.1607070286 0.1740308456 70.6030150754 1.1512047388
Somalia 4.7431914839 1.8378475734 142 1.0234310576 0.026691022 71.1055276382 1.1549926221
South Africa 8.8894185977 0.8683601981 143 0.8848200673 -0.0051933198 71.608040201 1.1615870878
Spain 10.3268842576 0.4081282255 144 1.076956863 0.0381847277 72.1105527638 1.163463261
Sri Lanka 7.7728790243 0.8042412281 145 0.7153250507 -0.3681955196 72.6130653266 1.1721724918
St Vincent and Grenadines 8.7277296057 0.6906440503 146 0.5996228878 -0.3280701973 73.1155778894 1.1939224685
Sudan 7.50928047 1.4410192608 147 0.5560125628 0.0075952464 73.6180904523 1.196041434
Suriname 8.8562335561 0.8180161626 148 0.3475151961 0.4427586952 74.1206030151 1.249328506
Swaziland 8.1050659404 1.1549926221 149 0.6033808588 -0.274796795 74.6231155779 1.2527629685
Sweden 10.7976594568 0.6549259677 150 0.8165628121 -0.4602879481 75.1256281407 1.2778736122
Switzerland 11.1401240427 0.4291816347 151 0.7504330309 -0.325819104 75.6281407035 1.3083328197
Syria 7.9832695164 1.0195690813 152 1.3651851991 0.2991196148 76.1306532663 1.32175584
Tajikistan 6.704414355 1.1512047388 153 0.841255372 -0.1957240454 76.6331658291 1.3252165116
Tanzania 6.2461067655 1.7045662575 154 0.9845461447 0.340670367 77.135678392 1.3305173457
TFYR Macedonia 8.3971701488 0.3343270803 155 1.1828969244 0.0664315817 77.6381909548 1.3347378742
Thailand 8.4365903269 0.4239596907 156 0.6623616963 0.3080383612 78.1407035176 1.3454723666
Togo 6.2626360674 1.3517029164 157 1.2279019045 0.2992407652 78.6432160804 1.3475535328
Tonga 8.1727573291 1.3305173457 158 0.8961302863 -0.4501632348 79.1457286432 1.3517029164
Trinidad and Tobago 9.6293861769 0.4898062565 159 0.7295274011 0.1206235282 79.648241206 1.3832898521
Tunisia 8.3480879136 0.6465795447 160 1.4510340159 0.1024682642 80.1507537688 1.3964921861
Turkey 9.2198054366 0.7040871206 161 0.4516969129 -0.1390783551 80.6532663317 1.3989637642
Turkmenistan 8.4310904924 0.8398415597 162 0.6605371041 -0.3442675748 81.1557788945 1.4407825464
Tuvalu 8.0668980674 1.3083328197 163 0.5840637886 -0.194050785 81.6582914573 1.4410192608
Uganda 6.2324480166 1.7751218281 164 1.1979245473 0.1985676388 82.1608040201 1.4452705662
Ukraine 8.0179667035 0.3940670632 165 1.6829562353 0.1548913381 82.6633165829 1.4516138272
United Arab Emirates 10.5872079402 0.5347374438 166 0.8240661745 0.0442940237 83.1658291457 1.4555871876
United Kingdom 10.5003110399 0.6243328646 167 0.5262954701 -0.1181672446 83.6683417085 1.4727013889
United States 10.7481942015 0.7309245449 168 1.0553571086 -0.2511158805 84.1708542714 1.4780678986
Uruguay 9.388687374 0.7144193158 169 0.8575600146 -0.1669159643 84.6733668342 1.4868181989
Uzbekistan 7.2635398266 0.8171331603 170 1.1099614928 0.331057768 85.175879397 1.4911047255
Vanuatu 7.9941262812 1.32175584 171 0.8309404487 -0.0129242861 85.6783919598 1.5025206301
Venezuela 9.5106449444 0.8717116885 172 0.9865446599 0.1684479622 86.1809045226 1.5118250836
Viet Nam 7.0755552393 0.5596157879 173 0.4287744882 0.2261514795 86.6834170854 1.5271426697
Yemen 7.2704520552 1.5969603909 174 0.3578330224 0.0713486123 87.1859296482 1.531043845
Zambia 7.1210908893 1.8405496334 175 1.0117747631 0.0077943183 87.6884422111 1.5452193401
Zimbabwe 6.3510602216 1.1343011311 176 1.2766893365 -0.1254845978 88.1909547739 1.5503246479
177 1.3716276558 0.3329386017 88.6934673367 1.5535022801
178 0.9260353355 -0.5917082552 89.1959798995 1.5564589876
179 0.917869454 -0.4939097633 89.6984924623 1.5845302767
180 1.3682036144 -0.0165006981 90.2010050251 1.5969603909
181 0.9725224031 0.3579949425 90.7035175879 1.605429891
182 0.6707820485 -0.180975792 91.2060301508 1.6158175194
183 0.93620271 -0.2896231653 91.7085427136 1.6170091779
184 0.7556266114 -0.0515394908 92.2110552764 1.6249174833
185 0.9190087436 -0.0791671839 92.7135678392 1.6360798434
186 0.9944511266 0.313881693 93.216080402 1.6643048139
187 1.3744570627 0.4006647654 93.7185929648 1.6921232791
188 1.0045872482 -0.610520185 94.2211055276 1.7020170937
189 0.4723694749 0.0623679689 94.7236180905 1.7045662575
190 0.4903701492 0.1339627153 95.2261306533 1.7469364256
191 0.4390212053 0.2919033396 95.7286432161 1.7491998548
192 0.7206427541 -0.0062234383 96.2311557789 1.7751218281
193 1.1608666145 -0.3437334542 96.7336683417 1.777998554
194 1.0095257866 0.3122300534 97.2361809045 1.7864118629
195 0.6953792695 0.176332419 97.7386934673 1.7864118629
196 1.1998075817 -0.6401917937 98.2412060302 1.8110717803
197 1.1594347479 0.4375256431 98.743718593 1.8378475734
198 1.1903748815 0.6501747519 99.2462311558 1.8405496334
199 1.3498865698 -0.2155854387 99.7487437186 1.9351380521

ln(ppgdp) Residual Plot

6.2126060957515188 8.2099068719895989 8.405814603432848 8.371450399362784 9.5288013757955436 9.1228306890345792 8.0165488949239982 10.036772039682001 10.952890339124952 10.717940445722775 8.6372137220128131 10.019562463511157 9.8083028648573372 6.5078745491678731 9.5817177041734567 8.6485722694726181 10.687726938832723 8.4108989065983195 6.6081355689573131 11.436311123726746 7.6242282848455787 7.5897909547873637 8.406864800720653 8.9096270943145814 9.2794559026068608 10.393526625111543 8.7585852217871807 6.2532517220143964 5.1738872881698592 6.6811055883386397 7.0955617660066617 10.74421171055257 8.0845624152353039 10.951646544796773 6.1110237821656215 6.5894765325528883 9.3832595311074911 8.3788502417944919 8.7359752452129662 6.6020450040109653 7.8879968593481156 9.4101825424881262 8.9494689926010018 7.0510760984263587 9.5338359172170968 8.6489930858626121 10.252886591155431 9.8436738518342715 5.3013128755278354 10.930070220601412 7.1566445467147624 8.8566324506408556 8.5555288976818105 6.5597568705223015 8.3120368951164139 7.8837101715776026 8.1390319178354176 9.7322483588722797 6.0616899919974792 9.5564375682769942 5.7825936550804906 8.1734908806863054 10.703282669671836 10.585217301576824 10.113302673639005 9.4309848030892969 6.3614751742317441 7.8936840075385621 10.593055836478793 7.1953373464335844 10.185043397920472 10.471431422668699 8.913146539151807 7.9663438655209271 6.0579542883768145 6.2904574107056295 8.0050333446371109 6.417875419731609 7.613917396619577 10.367966574201658 9.46374151045109 10.578419844675169 7.2487885269309125 7.9893231330409886 8.5616119099628634 6.7895346475947056 10.741174374503975 10.285738621092536 10.430494548880466 8.4967863816385751 10.672226782034295 8.399602637234107 9.1233326313435779 6.6868592002084064 7.2917924396766809 10.723936763469254 6.7631918277907843 6.9542571126335568 9.274 5350840181793 9.1360154532143234 6.888266602398275 5.3872435757424384 9.3343970206381623 9.3034207949921939 11.56262378806705 10.819582265199772 6.0447683191302932 5.878855602725328 9.032743635617944 8.4520144653912421 6.3949276525454728 9.8832440280590692 8.0292373817409946 7.0309458895373353 8.9210970814574466 9.1161066126234367 7.8929002060614657 7.3937552813124716 7.7172177519234308 8.7810640127644799 7.9603236291488395 6.0100409326809174 6.7755943753797983 8.5418272657079104 8.7307065206370034 6.2817058419546861 9.9194150340855014 10.755979756077155 10.472190498332305 10.385052219700158 7.0316529156383742 5.879694646264972 7.1227053552678186 6.2225762680713688 11.34555596693313 9.9422754797433885 6.9109501698786566 9.2893178971596093 7.5063170170522149 8.937743936942443 7.2643102157202932 7.926999632266674 8.5961337534888447 7.6686078358960952 9.4143581868518975 9.9729016686204481 10.183427229849748 11.189932572428278 9.9547603467135506 8.9256405149628666 9.2448770552464179 6.2772072401787113 8.8064390405316999 8.1147136221484395 7.157190164250415 9.6700347934801432 6.9399320106773583 8.5415345228023956 9.3457974093561873 5.8627785394799368 10.687003177158442 9.6788428750956506 10.048012048968754 7.084645445778885 4.7431914838854663 8.8894185977432674 10.326884257608627 7.7728790242810479 8.7277296056912128 7.5092804699947697 8.8562335561431595 8.1050659404345229 10.797659456791925 11.140124042697861 7.9832695164042695 6.7044143549641069 6.2461067654815627 8.39 71701488165067 8.4365903268841382 6.2626360674327737 8.1727573291355231 9.6293861768737905 8.3480879135848998 9.2198054365918818 8.4310904923628254 8.0668980673902784 6.2324480165505225 8.0179667034935989 10.587207940173004 10.500311039860483 10.74819420148998 9.3886873740147259 7.2635398266357232 7.994126281227893 9.5106449444291865 7.0755552392570715 7.2704520552393639 7.1210908893052611 6.3510602215576917 0.40784455052790092 -0.54283247322373751 -0.16250466654320006 0.70471666728028692 1.5290119690146708E-3 -6.6507549398076016E-5 -0.45387353352405002 -7.2969904477447556E-2 0.2706979764430093 -0.1481510330829815 -0.11177318394486224 3.9717643486564924E-2 0.25417176250742846 -0.54868414792307563 -0.226401 29019499805 -0.48259125618318177 0.15549749570361471 6.2252164308221669E-2 0.3282840167818124 0.26883587721893898 -0.27167061175699891 7.888872872736874E-2 -0.79827588511939407 0.14214863482991003 -0.15548336518918915 0.17262449092595411 -0.41549733017803653 0.37905227523244367 -0.19477392722961406 -0.3969240974443905 0.25992395369924548 8.5473892507772709E-2 -0.1670552104573807 7.312753343396533E-2 8.7208131955557766E-2 0.44643774371423639 -0.11635886437227561 -0.48578571024578354 -2.5990928284407744E-2 0.25856386191510383 0.45959425184392932 0.2123479067654197 -0.21719554037918076 0.23590411595211158 -0.28444371175972039 -0.50161729398451049 -0.16455843733765496 -0.22026084979815919 0.13467558547477743 0.23258219414074288 9.4863663222713113E-2 0.26775447083487869 1.9051355976275164E-2 0. 47134345043225134 -7.1122861885415833E-2 -6.3135843443891004E-2 -0.2043207239981315 0.95595572152516284 3.5441015195993408E-2 -0.15408930707146618 -0.12009076478639757 -1.6090068011292091E-2 0.18028403993942077 0.21384412830956245 0.13897368502954366 0.44970623710019386 0.19749022553638595 -0.60637269135134031 -9.4778557216746828E-2 0.2082951083521829 -0.12389535748305203 0.29980237486767813 -4.3963045575813986E-2 0.3301914585618182 0.20521411816702728 0.22208984761479234 -0.22336484687618707 -0.18579029394527757 8.992089877325915E-3 -0.38939206225361073 -0.34742086152570034 0.26679458296903225 -0.23254597383460707 -0.29024490973217454 -0.43012581826163576 0.25276839745170498 0.30003239099754841 0.53299059957184181 -0.11549689424761389 -8.9150476454901706E-2 -0.10551041186229326 0.13537897544440858 0.13305077233064977 0.25071796190040652 9.7748876706410304E-2 0.36732843355919531 -0.30095767126857598 -0.29158997623424598 -0.33483224723295835 -0.20539973095347253 -0.12313497703659215 6.7468195869053282E-2 0.14773775827371094 -0.33617950091094345 0.25026562480995496 -0.27323030957928895 8.9185758144570526E-2 0.33870820720063821 0.15030738288540546 -0.40304904309775014 0.47027233942520019 -0.36821524363059799 0.47581536899223642 0.26365298993807706 -0.35376996709978464 2.3547587662120062E-2 0.16554668759545899 -0.7623289544951628 -0.17243329198076429 -0.35793178877606141 -0.23582792114831341 0.12979600531438029 -0.59977203426597092 0.22070994798706778 0.33697912114196926 -0.41375441150628633 3.1151253444757443E-2 0.14703933434420324 0.24144710704154604 0.24422065747338162 -0.292 61120674261742 0.48760820406256311 0.50208283385255248 -0.68937288507316674 0.35152536204853446 0.15763854791495036 -7.0442225625999777E-2 -4.8079939466696975E-2 0.34103845582346404 6.5156132858059324E-2 0.17403084559532167 2.6691021956819494E-2 -5.1933197922517937E-3 3.8184727653630901E-2 -0.36819551963553754 -0.3280701972888157 7.5952464258013386E-3 0.44275869519486766 -0.27479679499577225 -0.46028794813455265 -0.32581910398760566 0.2991196147679589 -0.19572404539564148 0.34067036696086506 6.6431581659919692E-2 0.30803836123023565 0.29924076522325804 -0.45016323484933185 0.12062352822809463 0.10246826418642807 -0.13907835513730787 -0.34426757476238146 -0.19405078501904788 0.19856763877674233 0.15489133812783029 4.4294023651141656E-2 -0.11816724459970113 -0.25111588050291644 -0.1669 1596428366495 0.33105776803600029 -1.2924286137393604E-2 0.16844796224789405 0.22615147954587755 7.1348612337216899E-2 7.7943182542945522E-3 -0.12548459776127596 0.33293860172954837 -0.59170825522088899 -0.49390976328647956 -1.6500698078016907E-2 0.35799494250225949 -0.18097579199479147 -0.28962316529430521 -5.1539490784188291E-2 -7.9167183866154067E-2 0.31388169304699987 0.40066476535591944 -0.610520185024788 6.2367968912100835E-2 0.13396271532446891 0.29190333963216197 -6.2234382901104057E-3 -0.34373345420351176 0.31223005342271026 0.17633241900669205 -0.64019179372311563 0.43752564305704156 0.65017475191810514 -0.2155854387158056

ln(ppgdp)

Residuals

Normal Probability Plot

0.25125628140703515 0.75376884422110546 1.2562814070351758 1.7587939698492461 2.2613065326633164 2.7638190954773867 3.266331658291457 3.7688442211055273 4.2713567839195976 4.7738693467336679 5.2763819095477382 5.7788944723618085 6.2814070351758788 6.7839195979899491 7.2864321608040195 7.7889447236180898 8.2914572864321592 8.7939698492462313 9.2964824120602998 9.7989949748743719 10.30150753768844 10.804020100502512 11.306532663316581 11.809045226130653 12.311557788944722 12.814070351758794 13.316582914572862 13.819095477386934 14.321608040201003 14.824120603015075 15.326633165829143 15.829145728643216 16.331658291457284 16.834170854271353 17.336683417085425 17.839195979899497 18.341708542713565 18.844221105527634 19.346733668341706 19.849246231155778 20.351758793969847 20.854271356783915 21.356783919597987 21.859296482412059 22.361809045226128 22.864321608040196 23.366834170854268 23.86934673366834 24.371859296482409 24.874371859296478 25.37688442211055 25.879396984924622 26.38190954773869 26.884422110552759 27.386934673366831 27.889447236180903 28.391959798994971 28.89447236180904 29.396984924623112 29.899497487437184 30.402010050251253 30.904522613065321 31.407035175879393 31.909547738693465 32.412060301507537 32.914572864321606 33.417085427135675 33.91959798994975 34.422110552763819 34.924623115577887 35.427135678391963 35.929648241206031 36.4321608040201 36.934673366834168 37.437185929648237 37.939698492462313 38.442211055276381 38.94472361809045 39.447236180904525 39.949748743718594 40.452261306532662 40.954773869346731 41.457286432160799 41.959798994974875 42.462311557788944 42.964824120603012 43.467336683417088 43.969849246231156 44.472361809045225 44.974874371859293 45.477386934673362 45.979899497487438 46.48 2412060301506 46.984924623115575 47.48743718592965 47.989949748743719 48.492462311557787 48.994974874371856 49.497487437185924 50 50.502512562814069 51.005025125628137 51.507537688442213 52.010050251256281 52.51256281407035 53.015075376884418 53.517587939698487 54.020100502512562 54.522613065326631 55.0251256281407 55.527638190954775 56.030150753768844 56.532663316582912 57.035175879396981 57.537688442211049 58.040201005025125 58.542713567839193 59.045226130653262 59.547738693467338 60.050251256281406 60.552763819095475 61.055276381909543 61.557788944723612 62.060301507537687 62.562814070351756 63.065326633165824 63.5678391959799 64.070351758793961 64.572864321608037 65.075376884422113 65.577889447236174 66.08040201005025 66. 582914572864311 67.085427135678387 67.587939698492463 68.090452261306524 68.5929648241206 69.095477386934675 69.597989949748737 70.100502512562812 70.603015075376888 71.105527638190949 71.608040201005025 72.110552763819086 72.613065326633162 73.115577889447238 73.618090452261299 74.120603015075375 74.623115577889436 75.125628140703512 75.628140703517587 76.130653266331649 76.633165829145725 77.1356783919598 77.638190954773862 78.140703517587937 78.643216080402013 79.145728643216074 79.64824120603015 80.150753768844211 80.653266331658287 81.155778894472363 81.658291457286424 82.1608040201005 82.663316582914561 83.165829145728637 83.668341708542712 84.170854271356774 84.673366834170849 85.175879396984925 85.678391959798986 86.180904522613062 86.683417085427138 87.185929648241199 87.688442211055275 88.190954773869336 88.693467336683412 89.195979899497488 89.698492462311549 90.201005025125625 90.703517587939686 91.206030150753762 91.708542713567837 92.211055276381899 92.713567839195974 93.21608040201005 93.718592964824111 94.221105527638187 94.723618090452263 95.226130653266324 95.7286432160804 96.231155778894461 96.733668341708537 97.236180904522612 97.738693467336674 98.241206030150749 98.743718592964811 99.246231155778887 99.748743718592962 0.12575120530556025 0.12839321476839899 0.15100287353652742 0.24998020526776946 0.27155269052189734 0.2971372312225361 0.31261855774181252 0.31626952930369356 0.32858406377220672 0.33432708027482477 0.34712953109520095 0.3492474281099357 0.3562748639173926 0.35767444427181588 0.37156355643248301 0.37225297390205087 0.37637952721306783 0.37706563358646639 0.38933572617828072 0.39001300354924279 0.39136618372866283 0.39406706315579509 0.40212620684264982 0.40613155265132483 0.40613155265132483 0.4081282255276481 0.40945712937770185 0.42199441005937488 0.42395969074432877 0.42395969074432877 0.42461392694692518 0.42918163472548043 0.43178241642553783 0.43567095016523022 0.44404459007563946 0.44596705141749426 0.45425527227759638 0.46184544154427198 0.46373401623214022 0.47000362924573563 0.48858001481867092 0.48980625654191517 0.51162530393655492 0.51342224961325666 0.52057791520866903 0.52532006991644331 0.53180403015118238 0.53473744381230359 0.55100741339882253 0.55961578793542266 0.56360780920496012 0.56531380905006046 0.56758395758459956 0.58444776363660444 0.58778666490211906 0.5944312076207876 0.60540826625193855 0.60704448150653356 0.62433286455958559 0.62860865942237409 0.62967475760437175 0.63392782089997413 0.64185388617239469 0.64553132661828205 0.64657954474361057 0.65492596773974754 0.66217237626051473 0.66680320522034331 0.66731642052542384 0.68511500886268106 0.68662596356967986 0.68712910823438234 0.69064405034182685 0.69314718055994529 0.69314718055994529 0.7040871205982796 0.70951253464620956 0.71441931583548512 0.72027584794819799 0.73092454489397518 0.73764242044649664 0.74050775191978291 0.74098450997410537 0.75846664668058783 0.76173997202555699 0.76360564420850674 0.76453717664661835 0.76871836740701938 0.7751878908961547 0.7751878908961547 0.77564840207168906 0.78070007756780679 0.78390154382840938 0.79027389129066816 0.79615493063417442 0.80065538827523053 0.80424122806553211 0.81137456192459512 0.81447946572747032 0.81624937769392869 0.81713316034093642 0.81801616260581456 0.8237367502635472 0.82986100387576744 0.8398415597107487 0.85015092936961001 0.86836019811660503 0.87171168847618763 0.87254780892623618 0.87921172363273425 0.87962674750256364 0.87962674750256364 0.88459364513090055 0.88789125735245711 0.89445403726498074 0.9086617047096639 0.91228271047661635 0.91629073187415511 0.92853794133402046 0.9313763692921958 0.93334448643998269 0.94468380637537297 0.95049890320389219 0.95628038009031346 0.96202862354800878 0.96355592434126924 0.96926261664026081 0.97040005752118697 0.98544359056247166 1.0195690813276568 1.0501220795076758 1.0609104214840981 1.0678093795130645 1.097278065654973 1.0986122886681098 1.1151415906193203 1.1154694057345327 1.1167795926235586 1.1343011310766167 1.1502555218199482 1.1512047387872804 1.1549926221042173 1.161587087829498 1.163463260987726 1.1721724917761382 1.1939224684724346 1.1960414339996557 1.2493285060467332 1.2527629684953681 1.2778736121654701 1.3083328196501789 1.3217558399823195 1.3252165116113002 1.3305173456508921 1.3347378742054885 1.3454723665996355 1.34755353280346 1.3517029163502716 1.383289852099592 1.3964921860963366 1.3989637642205535 1.4407825464039603 1.441019260809137 1.4452705662201879 1.451613827240533 1.4555871876158399 1.4727 013888606293 1.4780678985817615 1.4868181988861897 1.4911047254722358 1.5025206300880229 1.5118250835670999 1.5271426697072703 1.5310438450060884 1.5452193401074492 1.5503246479415937 1.553502280103797 1.5564589876432138 1.5845302767279155 1.5969603909229877 1.6054298910365616 1.6158175193981394 1.6170091779304185 1.6249174832824866 1.6360798433805215 1.6643048138749406 1.6921232790527083 1.7020170937271937 1.7045662575256777 1.7469364256197339 1.7491998548092591 1.7751218280750316 1.7779985539780179 1.7864118629014598 1.7864118629014598 1.8110717802604279 1.83784757342081 1.8405496333974869 1.9351380520734023

Sample Percentile

ln(ferility)

ln(ferility)

ln(ferility) 6.2126060 957515188 8.2099068719895989 8.405814603432848 8.371450399362784 9.5288013757955436 9.1228306890345792 8.0165488949239982 10.036772039682001 10.952890339124952 10.717940445722775 8.6372137220128131 10.019562463511157 9.8083028648573372 6.5078745491678731 9.5817177041734567 8.6485722694726181 10.687726938832723 8.4108989065983195 6.6081355689573131 11.436311123726746 7.6242282848455787 7.5897909547873637 8.406864800720653 8.9096270943145814 9.2794559026068608 10.393526625111543 8.7585852217871807 6.2532517220143964 5.1738872881698592 6.6811055883386397 7.0955617660066617 10.74421171055257 8.0845624152353039 10.951646544796773 6.1110237821656215 6.5894765325528883 9.3832595311074911 8.3788502417944919 8.7359752452129662 6.6020450040109653 7.8879968593481156 9.4101825424881262 8.9494689926010018 7.0510760984263587 9.5338359172170968 8.6489930858626121 10.252886591155431 9.8436738518342715 5.3013128755278354 10.930070220601412 7.1566445467147624 8.8566324506408556 8.5555288976818105 6.5597568705223015 8.3120368951164139 7.8837101715776026 8.1390319178354176 9.7322483588722797 6.0616899919974792 9.5564375682769942 5.7825936550804906 8.1734908806863054 10.703282669671836 10.585217301576824 10.113302673639005 9.4309848030892969 6.3614751742317441 7.8936840075385621 10.593055836478793 7.1953373464335844 10.185043397920472 10.471431422668699 8.913146539151807 7.9663438655209271 6.0579542883768145 6.2904574107056295 8.0050333446371109 6.417875419731609 7.613917396619577 10.367966574201658 9.46374151045109 10.578419844675169 7.2487885269309125 7.9893231330409886 8.5616119099628634 6.7895346475947056 10.741174374503975 10.285738621092536 10.430494548880466 8.4967863816385751 10.672226782034295 8.399602637234107 9.1233326313435779 6.6868592002084064 7.2917924396766809 10.723936763469254 6.7631918277907843 6.9542571126335568 9.2745350840181793 9.1360154532143234 6.888266602398275 5.3872435757424384 9.3343970206381623 9.3034207949921939 11.56262378806705 10.819582265199772 6.0447683191302932 5.878855602725328 9.032743635617944 8.4520144653912421 6.3949276525454728 9.8832440280590692 8.0292373817409946 7.0309458895373353 8.9210970814574466 9.1161066126234367 7.8929002060614657 7.3937552813124716 7.7172177519234308 8.7810640127644799 7.9603236291488395 6.0100409326809174 6.7755943753797983 8.5418272657079104 8.7307065206370034 6.2817058419546861 9.9194150340855014 10.755979756077155 10.472190498332305 10.385052219700158 7.0316529156383742 5.879694646264972 7.1227053552678186 6.2225762680713688 11.34555596693313 9.9422754797433885 6.9109501698786566 9.2893178971596093 7.5063170170522149 8.937743936942443 7.2643102157202932 7.926999632266674 8.5961337534888447 7.6686078358960952 9.4143581868518975 9.9729016686204481 10.183427229849748 11.189932572428278 9.9547603467135506 8.9256405149628666 9.2448770552464179 6.2772072401787113 8.8064390405316999 8.1147136221484395 7.157190164250415 9.6700347934801432 6.9399320106773583 8.5415345228023956 9.3457974093561873 5.8627785394799368 10.68 7003177158442 9.6788428750956506 10.048012048968754 7.084645445778885 4.7431914838854663 8.8894185977432674 10.326884257608627 7.7728790242810479 8.7277296056912128 7.5092804699947697 8.8562335561431595 8.1050659404345229 10.797659456791925 11.140124042697861 7.9832695164042695 6.7044143549641069 6.2461067654815627 8.3971701488165067 8.4365903268841382 6.2626360674327737 8.1727573291355231 9.6293861768737905 8.3480879135848998 9.2198054365918818 8.4310904923628254 8.0668980673902784 6.2324480165505225 8.0179667034935989 10.587207940173004 10.500311039860483 10.74819420148998 9.3886873740147259 7.2635398266357232 7.994126281227893 9.5106449444291865 7.0755552392570715 7.2704520552393639 7.1210908893052611 6.3510602215576917 1.7864118629014598 0.42199441005937488 0.76173997202555699 1.6360798433805215 0.69314718055994529 0.77564840207168906 0.55100741339882253 0.51342224961325666 0.66731642052542384 0.2971372312225361 0.76453717664661835 0.62967475760437175 0.88789125735245711 0.76871836740701938 0.45425527227759638 0.39136618372866283 0.60704448150653356 0.98544359056247166 1.6249174832824866 0.56531380905006046 0.81447946572747032 1.1721724917761382 0.12575120530556025 0.96202862354800878 0.58778666490211906 0.68511500886268106 0.43567095016523022 1.7491998548092591 1.3989637642205535 0.88459364513090055 1.4555871876158399 0.52532006991644331 0.8237367502635472 0.47000362924573563 1.4868181988861897 1.7469364256197339 0.60540826625193855 0.44404459007563946 0.82986100387576744 1.5564589876432138 1.4911047254722358 0.92853794133402046 0.5944312076207876 1.4407825464039603 0.40613155265132483 0.37225297390205087 0.37706563358646639 0.40613155265132483 1.7020170937271937 0.63392782089997413 1.2778736121654701 1.0986122886681098 0.91228271047661635 1.7779985539780179 0.87254780892623618 0.96926261664026081 0.7751878908961547 1.6054298910365616 1.4452705662201879 0.53180403015118238 1.34755353280346 0.95628038009031346 0.62860865942237409 0.68662596356967986 0.70951253464620956 1.161587087829498 1.5452193401074492 0.42395969074432877 0.37637952721306783 1.383289852099592 0.43178241642553783 0.79615493063417442 0.7751878908961547 1.3454723665996355 1.6158175193981394 1.5845302767279155 0.78390154382840938 1.1502555218199482 1.097278065654973 0.12839321476839899 0.35767444427181588 0.74098450997410537 0.9313763692921958 0.72027584794819799 0.46184544154427198 1.5118250835670999 0.74050775191978291 1.0678093795130645 0.38933572617828072 0.81624937769392869 0.3492474281099357 1.0609104214840981 0.9086617047096639 1.5310438450060884 1.2527629684953681 0.81137456192459512 0.96355592434126924 0.93334448643998269 0.40945712937770185 0.56758395758459956 1.1154694057345327 1.6170091779304185 0.87962674750256364 0.40212620684264982 0.52057791520866903 0.15100287353652742 1.5025206300880229 1.7864118629014598 0.94468380637537297 0.51162530393655492 1.8110717802604279 0.24998020526776946 1.4780678985817615 1.4727013888606293 0.46373401623214022 0.80065538827523053 1.19604 14339996557 0.37156355643248301 0.89445403726498074 0.48858001481867092 0.78070007756780679 1.5503246479415937 0.66217237626051473 1.1167795926235586 1.1939224684724346 0.95049890320389219 0.64185388617239469 0.58444776363660444 0.73764242044649664 0.75846664668058783 0.91629073187415511 1.9351380520734023 1.6921232790527083 0.68712910823438234 0.66680320522034331 0.76360564420850674 1.163463260987726 0.69314718055994529 1.451613827240533 0.87921172363273425 1.3347378742054885 1.0501220795076758 0.87962674750256364 1.1151415906193203 0.34712953109520095 0.27155269052189734 0.56360780920496012 0.79027389129066816 0.32858406377220672 0.3562748639173926 0.42461392694692518 1.6643048138749406 0.64553132661828205 1.3252165116113002 1.2493285060467332 0.970 40005752118697 1.5271426697072703 0.44596705141749426 0.85015092936961001 1.553502280103797 0.31261855774181252 0.31626952930369356 0.39001300354924279 1.3964921860963366 1.83784757342081 0.86836019811660503 0.4081282255276481 0.80424122806553211 0.69064405034182685 1.441019260809137 0.81801616260581456 1.1549926221042173 0.65492596773974754 0.42918163472548043 1.0195690813276568 1.1512047387872804 1.7045662575256777 0.33432708027482477 0.42395969074432877 1.3517029163502716 1.3305173456508921 0.48980625654191517 0.64657954474361057 0.7040871205982796 0.8398415597107487 1.3083328196501789 1.7751218280750316 0.39406706315579509 0.53473744381230359 0.62433286455958559 0.73092454489397518 0.71441931583548512 0.81713316034093642 1.3217558399823195 0.87171 168847618763 0.55961578793542266 1.5969603909229877 1.8405496333974869 1.1343011310766167

MLR_Output

XLMiner : Multiple Linear Regression Date: 21-Sep-2016 03:55:09
Output Navigator Elapsed Times in Milliseconds
Inputs Predictors Regress. Model ANOVA Train. Score - Summary Data read time MLR Time Report Time Total
Residuals-Fitted Values Training Lift Chart Train. Score - Detailed Rep. 6 31 38 75
Inputs
Data
Workbook UN11.xlsx
Worksheet Sheet1
Data Range $A$1:$B$200
# Records 199
Variables
# Input Variables 1
Input variables ln(ppgdp)
Output variable ln(ferility)
Parameters/Options
Force constant term to zero No
Show fitted values on training data Yes
Show ANOVA table Yes
Show standardized residuals Yes
Show un-standardized residuals No
Show variance covariance matrix No
Perform Variable Selection No
Show studentized residuals No
Show deleted residuals No
Show Cook's distance No
Show DF fits No
Show covariance ratios No
Show hat matrix diagonals No
Output Options Chosen
Summary report of scoring on training data
Detailed report of scoring on training data
Lift charts on training data
Model Predictors
Tolerance for Entering the Model 0
Included Excluded
Predictor Criteria Predictor Criteria
Intercept 2.5472526876
ln(ppgdp) 121.3919348529
Regression Model
Input Variables Coefficient Std. Error t-Statistic P-Value CI Lower CI Upper RSS Reduction Residual DF 197
Intercept 2.6655073378 0.1205657647 22.1083268954 2.93530254356826E-55 2.4277421211 2.9032725545 165.6020594861 R² 0.5259850345
ln(ppgdp) -0.2071497864 0.0140107282 -14.7850834534 9.06235683202295E-34 -0.2347800498 -0.1795195229 20.6176721099 Adjusted R² 0.5235788671
Std. Error Estimate 0.3071114681
RSS 18.5805384058
ANOVA
Source DF SS MS F-Statistic P-Value
Regression 1 20.6177 20.6177 218.5987 0
Error 197 18.5805 0.0943
Total 198 39.1982 20.712
Training Data Scoring - Summary Report
Total sum of squared errors RMS Error Average Error
18.5805384058 0.3055642972 4.43531308832663E-16

CompareM2&M4

ln(ppgdp) ln(ferility) SUMMARY OUTPUT fertility (fertility)hat correl= 0.7513932329
Afghanistan 6.2126060958 1.7864118629 5.968 4.1608777071 R^2 = 0.5645917904
Albania 8.209906872 0.4219944101 Regression Statistics 1.525 2.7510581245
Algeria 8.4058146034 0.761739972 Multiple R 0.7252482571 2.142 2.6416490584
Angola 8.3714503994 1.6360798434 R Square 0.5259850345 5.135 2.6605208264
Anguilla 9.5288013758 0.6931471806 Adjusted R Square 0.5235788671 2 2.0933735335
Argentina 9.122830689 0.7756484021 Standard Error 0.3071114681 2.172 2.2770338125
Armenia 8.0165488949 0.5510074134 Observations 199 1.735 2.8634857426
Aruba 10.0367720397 0.5134222496 1.671 1.8842896022
Australia 10.9528903391 0.6673164205 ANOVA 1.949 1.5585831494
Austria 10.7179404457 0.2971372312 df SS MS F Significance F 1.346 1.6363153744
Azerbaijan 8.637213722 0.7645371766 Regression 1 20.6176721099 20.6176721099 218.5986927254 9.06235683202192E-34 2.148 2.5180104545
Bahamas 10.0195624635 0.6296747576 Residual 197 18.5805384058 0.0943174538 1.877 1.8910190072
Bahrain 9.8083028649 0.8878912574 Total 198 39.1982105157 2.43 1.975611996
Bangladesh 6.5078745492 0.7687183674 2.157 3.914005375
Barbados 9.5817177042 0.4542552723 Coefficients Standard Error t Stat P-value Lower 95% 1.575 2.0705521056
Belarus 8.6485722695 0.3913661837 Intercept 2.6655073378 0.1205657647 22.1083268954 2.93530254356805E-55 2.4277421211 1.479 2.5120927403
Belgium 10.6877269388 0.6070444815 ln(ppgdp) -0.2071497864 0.0140107282 -14.7850834534 9.06235683202192E-34 -0.2347800498 1.835 1.6465887321
Belize 8.4108989066 0.9854435906 2.679 2.6388683057
Benin 6.608135569 1.6249174833 5.078 3.8335535521
Bermuda 11.4363111237 0.5653138091 1.76 1.4100662072
Bhutan 7.6242282848 0.8144794657 2.258 3.1059163866
Bolivia 7.5897909548 1.1721724918 3.229 3.128152235
Bosnia and Herzegovina 8.4068648007 0.1257512053 1.134 2.6410744351
Botswana 8.9096270943 0.9620286235 2.617 2.3798529871
Brazil 9.2794559026 0.5877866649 1.8 2.2043413505
Brunei Darussalam 10.3935266251 0.6851150089 1.984 1.7500585506
Bulgaria 8.7585852218 0.4356709502 1.546 2.4554916532
Burkina Faso 6.253251722 1.7491998548 5.75 4.1259913018
Burundi 5.1738872882 1.3989637642 4.051 5.1597927728
Cambodia 6.6811055883 0.8845936451 2.422 3.7760423715
Cameroon 7.095561766 1.4555871876 4.287 3.4653788429
Canada 10.7442117106 0.5253200699 1.691 1.6274345908
Cape Verde 8.0845624152 0.8237367503 2.279 2.8234250018
Cayman Islands 10.9516465448 0.4700036292 1.6 1.5589847728
Central African Republic 6.1110237822 1.4868181989 4.423 4.2493617443
Chad 6.5894765326 1.7469364256 5.737 3.8483997357
Chile 9.3832595311 0.6054082663 1.832 2.1574476027
China 8.3788502418 0.4440445901 1.559 2.6564457026
Colombia 8.7359752452 0.8298610039 2.293 2.4670192958
Comoros 6.602045004 1.5564589876 4.742 3.8383932427
Congo 7.8879968593 1.4911047255 4.442 2.9407633795
Cook Islands 9.4101825425 0.9285379413 2.5308062841 2.1454488005
Costa Rica 8.9494689926 0.5944312076 1.812 2.360292318
Cote dIvoire 7.0510760984 1.4407825464 4.224 3.4974605827
Croatia 9.5338359172 0.4061315527 1.501 2.0911914835
Cuba 8.6489930859 0.3722529739 1.451 2.5118737656
Cyprus 10.2528865912 0.3770656336 1.458 1.8017939326
Czech Republic 9.8436738518 0.4061315527 1.501 1.9611894067
Democratic Republic of the Congo 5.3013128755 1.7020170937 5.485 5.0253757897
Denmark 10.9300702206 0.6339278209 1.885 1.5659682984
Djibouti 7.1566445467 1.2778736122 3.589 3.4218066638
Dominica 8.8566324506 1.0986122887 3 2.406122534
Dominican Republic 8.5555288977 0.9122827105 2.49 2.5609802143
East Timor 6.5597568705 1.777998554 5.918 3.8721651871
Ecuador 8.3120368951 0.8725478089 2.393 2.693467502
Egypt 7.8837101716 0.9692626166 2.636 2.9433758973
El Salvador 8.1390319178 0.7751878909 2.171 2.7917463776
Equatorial Guinea 9.7322483589 1.605429891 4.98 2.0069835961
Eritrea 6.061689992 1.4452705662 4.243 4.293010684
Estonia 9.5564375683 0.5318040302 1.702 2.0814235614
Ethiopia 5.7825936551 1.3475535328 3.848 4.5485250906
Fiji 8.1734908807 0.9562803801 2.602 2.7718893819
Finland 10.7032826697 0.6286086594 1.875 1.6412913596
France 10.5852173016 0.6866259636 1.987 1.6819276766
French Polynesia 10.1133026736 0.7095125346 2.033 1.8546529258
Gabon 9.4309848031 1.1615870878 3.195 2.1362235581
Gambia 6.3614751742 1.5452193401 4.689 4.0345220413
Georgia 7.8936840075 0.4239596907 1.528 2.937300931
Germany 10.5930558365 0.3763795272 1.457 1.6791988612
Ghana 7.1953373464 1.3832898521 3.988 3.3944898026
Greece 10.1850433979 0.4317824164 1.54 1.827294579
Greenland 10.4714314227 0.7961549306 2.217 1.7220428382
Grenada 8.9131465392 0.7751878909 2.171 2.3781185822
Guatemala 7.9663438655 1.3454723666 3.84 2.8934212774
Guinea 6.0579542884 1.6158175194 5.032 4.296334117
Guinea-Bissau 6.2904574107 1.5845302767 4.877 4.0943138941
Guyana 8.0050333446 0.7839015438 2.19 2.8703245805
Haiti 6.4178754197 1.1502555218 3.159 3.9876598006
Honduras 7.6139173966 1.0972780657 2.996 3.1125573978
Hong Kong 10.3679665742 0.1283932148 1.137 1.7593492633
Hungary 9.4637415105 0.3576744443 1.43 2.1217771858
Iceland 10.5784198447 0.74098451 2.098 1.6842976533
India 7.2487885269 0.9313763693 2.538 3.3571119647
Indonesia 7.989323133 0.7202758479 2.055 2.8796808862
Iran 8.56161191 0.4618454415 1.587 2.5577551691
Iraq 6.7895346476 1.5118250836 4.535 3.692173884
Ireland 10.7411743745 0.7405077519 2.097 1.628458868
Israel 10.2857386211 1.0678093795 2.909 1.7895738285
Italy 10.4304945489 0.3893357262 1.476 1.7367079655
Jamaica 8.4967863816 0.8162493777 2.262 2.5923338778
Japan 10.672226782 0.3492474281 1.418 1.6518841853
Jordan 8.3996026372 1.0609104215 2.889 2.6450505402
Kazakhstan 9.1233326313 0.9086617047 2.481 2.2767970651
Kenya 6.6868592002 1.531043845 4.623 3.7715445406
Kiribati 7.2917924397 1.2527629685 3.5 3.3273387779
Kuwait 10.7239367635 0.8113745619 2.251 1.6342841101
Kyrgyzstan 6.7631918278 0.9635559243 2.621 3.7123768154
Laos 6.9542571126 0.9333444864 2.543 3.5683139082
Latvia 9.274535084 0.4094571294 1.506 2.2065894838
Lebanon 9.1360154532 0.5675839576 1.764 2.2708232148
Lesotho 6.8882666024 1.1154694057 3.051 3.6174273981
Liberia 5.3872435757 1.6170091779 5.038 4.9367129203
Libya 9.3343970206 0.8796267475 2.41 2.1793958735
Lithuania 9.303420795 0.4021262068 1.495 2.193425407
Luxembourg 11.5626237881 0.5205779152 1.683 1.3736494322
Macao 10.8195822652 0.1510028735 1.163 1.6022227918
Madagascar 6.0447683191 1.5025206301 4.493 4.3080854697
Malawi 5.8788556027 1.7864118629 5.968 4.4587229129
Malaysia 9.0327436356 0.9446838064 2.572 2.3199256794
Maldives 8.4520144654 0.5116253039 1.668 2.6164882967
Mali 6.3949276525 1.8110717803 6.117 4.0066607661
Malta 9.8832440281 0.2499802053 1.284 1.9451793348
Marshall Islands 8.0292373817 1.4780678986 4.3844662585 2.8559691897
Mauritania 7.0309458895 1.4727013889 4.361 3.5120753334
Mauritius 8.9210970815 0.4637340162 1.59 2.3742051558
Mexico 9.1161066126 0.8006553883 2.227 2.2802076823
Micronesia 7.8929002061 1.196041434 3.307 2.9377778826
Moldova 7.3937552813 0.3715635564 1.45 3.2577971231
Mongolia 7.7172177519 0.8944540373 2.446 3.0466604495
Montenegro 8.7810640128 0.4885800148 1.63 2.4440842931
Morocco 7.9603236291 0.7807000776 2.183 2.897031887
Mozambique 6.0100409327 1.5503246479 4.713 4.3391885889
Myanmar 6.7755943754 0.6621723763 1.939 3.7028512739
Namibia 8.5418272657 1.1167795926 3.055 2.5682593444
Nauru 8.7307065206 1.1939224685 3.3 2.469713308
Nepal 6.281705842 0.9504989032 2.587 4.1017431489
Neth Antilles 9.9194150341 0.6418538862 1.9 1.9306589309
Netherlands 10.7559797561 0.5844477636 1.794 1.6234721469
New Caledonia 10.4721904983 0.7376424204 2.091 1.7217720814
New Zealand 10.3850522197 0.7584666467 2.135 1.7531334262
Nicaragua 7.0316529156 0.9162907319 2.5 3.5115609915
Niger 5.8796946463 1.9351380521 6.925 4.4579480199
Nigeria 7.1227053553 1.6921232791 5.431 3.4459484276
North Korea 6.2225762681 0.6871291082 1.988 4.1522930351
Norway 11.3455559669 0.6668032052 1.948 1.4368260803
Oman 9.9422754797 0.7636056442 2.146 1.9215378389
Pakistan 6.9109501699 1.163463261 3.201 3.6004693556
Palau 9.2893178972 0.6931471806 2 2.1998426761
Palestinian Territory 7.5063170171 1.4516138272 4.27 3.1827133839
Panama 8.9377439369 0.8792117236 2.409 2.3660320646
Papua New Guinea 7.2643102157 1.3347378742 3.799 3.3463351286
Paraguay 7.9269996323 1.0501220795 2.858 2.9170994527
Peru 8.5961337535 0.8796267475 2.41 2.5395294151
Philippines 7.6686078359 1.1151415906 3.05 3.0774938783
Poland 9.4143581869 0.3471295311 1.415 2.1435938243
Portugal 9.9729016686 0.2715526905 1.312 1.9093857906
Puerto Rico 10.1834272298 0.5636078092 1.757 1.8279064393
Qatar 11.1899325724 0.7902738913 2.204 1.4839002463
Republic of Korea 9.9547603467 0.3285840638 1.389 1.9165747063
Romania 8.925640515 0.3562748639 1.428 2.3719716734
Russian Federation 9.2448770552 0.4246139269 1.529 2.2201877355
Rwanda 6.2772072402 1.6643048139 5.282 4.1055672809
Saint Lucia 8.8064390405 0.6455313266 1.907 2.4312708372
Samoa 8.1147136221 1.3252165116 3.763 2.8058453653
Sao Tome and Principe 7.1571901643 1.249328506 3.488 3.4214199375
Saudi Arabia 9.6700347935 0.9704000575 2.639 2.0330160375
Senegal 6.9399320107 1.5271426697 4.605 3.5789183984
Serbia 8.5415345228 0.4459670514 1.562 2.5684150926
Seychelles 9.3457974094 0.8501509294 2.34 2.1742551107
Sierra Leone 5.8627785395 1.5535022801 4.728 4.4735968202
Singapore 10.6870031772 0.3126185577 1.367 1.6468356188
Slovakia 9.6788428751 0.3162695293 1.372 2.0293099943
Slovenia 10.048012049 0.3900130035 1.477 1.8799073909
Solomon Islands 7.0846454458 1.3964921861 4.041 3.4732240174
Somalia 4.7431914839 1.8378475734 6.283 5.6413024078
South Africa 8.8894185977 0.8683601981 2.383 2.3898363753
Spain 10.3268842576 0.4081282255 1.504 1.7743855554
Sri Lanka 7.7728790243 0.8042412281 2.235 3.0117335267
St Vincent and Grenadines 8.7277296057 0.6906440503 1.995 2.4712367691
Sudan 7.50928047 1.4410192608 4.225 3.1807601837
Suriname 8.8562335561 0.8180161626 2.266 2.4063213623
Swaziland 8.1050659404 1.1549926221 3.174 2.811458497
Sweden 10.7976594568 0.6549259677 1.925 1.6095155211
Switzerland 11.1401240427 0.4291816347 1.536 1.4992901298
Syria 7.9832695164 1.0195690813 2.772 2.8832942867
Tajikistan 6.704414355 1.1512047388 3.162 3.7578540514
Tanzania 6.2461067655 1.7045662575 5.499 4.1321026049
TFYR Macedonia 8.3971701488 0.3343270803 1.397 2.6463836891
Thailand 8.4365903269 0.4239596907 1.528 2.6248616265
Togo 6.2626360674 1.3517029164 3.864 4.1179783095
Tonga 8.1727573291 1.3305173457 3.783 2.7723106165
Trinidad and Tobago 9.6293861769 0.4898062565 1.632 2.0502070242
Tunisia 8.3480879136 0.6465795447 1.909 2.6734277137
Turkey 9.2198054366 0.7040871206 2.022 2.2317484539
Turkmenistan 8.4310904924 0.8398415597 2.316 2.6278538081
Tuvalu 8.0668980674 1.3083328197 3.7 2.8337753074
Uganda 6.2324480166 1.7751218281 5.901 4.14381056
Ukraine 8.0179667035 0.3940670632 1.483 2.862644864
United Arab Emirates 10.5872079402 0.5347374438 1.707 1.6812342593
United Kingdom 10.5003110399 0.6243328646 1.867 1.7117716318
United States 10.7481942015 0.7309245449 2.077 1.6260925563
Uruguay 9.388687374 0.7144193158 2.043 2.1550231825
Uzbekistan 7.2635398266 0.8171331603 2.264 3.3468691992
Vanuatu 7.9941262812 1.32175584 3.75 2.8768171118
Venezuela 9.5106449444 0.8717116885 2.391 2.1012617474
Viet Nam 7.0755552393 0.5596157879 1.75 3.479770379
Yemen 7.2704520552 1.5969603909 4.938 3.3420803581
Zambia 7.1210908893 1.8405496334 6.3 3.4471010705
Zimbabwe 6.3510602216 1.1343011311 3.109 4.0432357382

lnFertonln(ppgdp)&Group

group ln(ppgdp) other africa ln(ferility) SUMMARY OUTPUT
Afghanistan other 6.2126060958 1 0 1.7864118629
Albania other 8.209906872 1 0 0.4219944101 Regression Statistics
Algeria africa 8.4058146034 0 1 0.761739972 Multiple R 0.7851739088
Angola africa 8.3714503994 0 1 1.6360798434 R Square 0.616498067
Anguilla other 9.5288013758 1 0 0.6931471806 Adjusted R Square 0.6105980373
Argentina other 9.122830689 1 0 0.7756484021 Standard Error 0.2776512247
Armenia other 8.0165488949 1 0 0.5510074134 Observations 199
Aruba other 10.0367720397 1 0 0.5134222496
Australia oecd 10.9528903391 0 0 0.6673164205 ANOVA
Austria oecd 10.7179404457 0 0 0.2971372312 df SS MS F Significance F
Azerbaijan other 8.637213722 1 0 0.7645371766 Regression 3 24.1656210132 8.0552070044 104.4906711241 2.30297758212872E-40
Bahamas other 10.0195624635 1 0 0.6296747576 Residual 195 15.0325895026 0.0770902026
Bahrain other 9.8083028649 1 0 0.8878912574 Total 198 39.1982105157
Bangladesh other 6.5078745492 1 0 0.7687183674
Barbados other 9.5817177042 1 0 0.4542552723 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Belarus other 8.6485722695 1 0 0.3913661837 Intercept 2.1661378869 0.1847413124 11.7252489885 2.24441892407679E-24 1.801790322 2.5304854517 1.801790322 2.5304854517
Belgium oecd 10.6877269388 0 0 0.6070444815 ln(ppgdp) -0.1558368993 0.0171701392 -9.0760417105 1.24254845917101E-16 -0.1896999173 -0.1219738813 -0.1896999173 -0.1219738813
Belize other 8.4108989066 1 0 0.9854435906 other -0.035961124 0.0637812009 -0.563820115 0.5735244026 -0.1617506668 0.0898284188 -0.1617506668 0.0898284188
Benin africa 6.608135569 0 1 1.6249174833 africa 0.3223397625 0.0846361334 3.8085360185 0.0001872185 0.1554200373 0.4892594877 0.1554200373 0.4892594877
Bermuda other 11.4363111237 1 0 0.5653138091
Bhutan other 7.6242282848 1 0 0.8144794657
Bolivia other 7.5897909548 1 0 1.1721724918
Bosnia and Herzegovina other 8.4068648007 1 0 0.1257512053
Botswana africa 8.9096270943 0 1 0.9620286235
Brazil other 9.2794559026 1 0 0.5877866649
Brunei Darussalam other 10.3935266251 1 0 0.6851150089
Bulgaria other 8.7585852218 1 0 0.4356709502
Burkina Faso africa 6.253251722 0 1 1.7491998548
Burundi africa 5.1738872882 0 1 1.3989637642
Cambodia other 6.6811055883 1 0 0.8845936451
Cameroon africa 7.095561766 0 1 1.4555871876
Canada oecd 10.7442117106 0 0 0.5253200699
Cape Verde africa 8.0845624152 0 1 0.8237367503
Cayman Islands other 10.9516465448 1 0 0.4700036292
Central African Republic africa 6.1110237822 0 1 1.4868181989
Chad africa 6.5894765326 0 1 1.7469364256
Chile oecd 9.3832595311 0 0 0.6054082663
China other 8.3788502418 1 0 0.4440445901
Colombia other 8.7359752452 1 0 0.8298610039
Comoros africa 6.602045004 0 1 1.5564589876
Congo africa 7.8879968593 0 1 1.4911047255
Cook Islands other 9.4101825425 1 0 0.9285379413
Costa Rica other 8.9494689926 1 0 0.5944312076
Cote dIvoire africa 7.0510760984 0 1 1.4407825464
Croatia other 9.5338359172 1 0 0.4061315527
Cuba other 8.6489930859 1 0 0.3722529739
Cyprus other 10.2528865912 1 0 0.3770656336
Czech Republic oecd 9.8436738518 0 0 0.4061315527
Democratic Republic of the Congo africa 5.3013128755 0 1 1.7020170937
Denmark oecd 10.9300702206 0 0 0.6339278209
Djibouti africa 7.1566445467 0 1 1.2778736122
Dominica other 8.8566324506 1 0 1.0986122887
Dominican Republic other 8.5555288977 1 0 0.9122827105
East Timor other 6.5597568705 1 0 1.777998554
Ecuador other 8.3120368951 1 0 0.8725478089
Egypt africa 7.8837101716 0 1 0.9692626166
El Salvador other 8.1390319178 1 0 0.7751878909
Equatorial Guinea africa 9.7322483589 0 1 1.605429891
Eritrea africa 6.061689992 0 1 1.4452705662
Estonia oecd 9.5564375683 0 0 0.5318040302
Ethiopia africa 5.7825936551 0 1 1.3475535328
Fiji other 8.1734908807 1 0 0.9562803801
Finland oecd 10.7032826697 0 0 0.6286086594
France oecd 10.5852173016 0 0 0.6866259636
French Polynesia other 10.1133026736 1 0 0.7095125346
Gabon africa 9.4309848031 0 1 1.1615870878
Gambia africa 6.3614751742 0 1 1.5452193401
Georgia other 7.8936840075 1 0 0.4239596907
Germany oecd 10.5930558365 0 0 0.3763795272
Ghana africa 7.1953373464 0 1 1.3832898521
Greece oecd 10.1850433979 0 0 0.4317824164
Greenland other 10.4714314227 1 0 0.7961549306
Grenada other 8.9131465392 1 0 0.7751878909
Guatemala other 7.9663438655 1 0 1.3454723666
Guinea africa 6.0579542884 0 1 1.6158175194
Guinea-Bissau africa 6.2904574107 0 1 1.5845302767
Guyana other 8.0050333446 1 0 0.7839015438
Haiti other 6.4178754197 1 0 1.1502555218
Honduras other 7.6139173966 1 0 1.0972780657
Hong Kong other 10.3679665742 1 0 0.1283932148
Hungary oecd 9.4637415105 0 0 0.3576744443
Iceland other 10.5784198447 1 0 0.74098451
India other 7.2487885269 1 0 0.9313763693
Indonesia other 7.989323133 1 0 0.7202758479
Iran other 8.56161191 1 0 0.4618454415
Iraq other 6.7895346476 1 0 1.5118250836
Ireland oecd 10.7411743745 0 0 0.7405077519
Israel oecd 10.2857386211 0 0 1.0678093795
Italy oecd 10.4304945489 0 0 0.3893357262
Jamaica other 8.4967863816 1 0 0.8162493777
Japan oecd 10.672226782 0 0 0.3492474281
Jordan other 8.3996026372 1 0 1.0609104215
Kazakhstan other 9.1233326313 1 0 0.9086617047
Kenya africa 6.6868592002 0 1 1.531043845
Kiribati other 7.2917924397 1 0 1.2527629685
Kuwait other 10.7239367635 1 0 0.8113745619
Kyrgyzstan other 6.7631918278 1 0 0.9635559243
Laos other 6.9542571126 1 0 0.9333444864
Latvia other 9.274535084 1 0 0.4094571294
Lebanon other 9.1360154532 1 0 0.5675839576
Lesotho africa 6.8882666024 0 1 1.1154694057
Liberia africa 5.3872435757 0 1 1.6170091779
Libya africa 9.3343970206 0 1 0.8796267475
Lithuania other 9.303420795 1 0 0.4021262068
Luxembourg oecd 11.5626237881 0 0 0.5205779152
Macao other 10.8195822652 1 0 0.1510028735
Madagascar africa 6.0447683191 0 1 1.5025206301
Malawi africa 5.8788556027 0 1 1.7864118629
Malaysia other 9.0327436356 1 0 0.9446838064
Maldives other 8.4520144654 1 0 0.5116253039
Mali africa 6.3949276525 0 1 1.8110717803
Malta other 9.8832440281 1 0 0.2499802053
Marshall Islands other 8.0292373817 1 0 1.4780678986
Mauritania africa 7.0309458895 0 1 1.4727013889
Mauritius africa 8.9210970815 0 1 0.4637340162
Mexico oecd 9.1161066126 0 0 0.8006553883
Micronesia other 7.8929002061 1 0 1.196041434
Moldova other 7.3937552813 1 0 0.3715635564
Mongolia other 7.7172177519 1 0 0.8944540373
Montenegro other 8.7810640128 1 0 0.4885800148
Morocco africa 7.9603236291 0 1 0.7807000776
Mozambique africa 6.0100409327 0 1 1.5503246479
Myanmar other 6.7755943754 1 0 0.6621723763
Namibia africa 8.5418272657 0 1 1.1167795926
Nauru other 8.7307065206 1 0 1.1939224685
Nepal other 6.281705842 1 0 0.9504989032
Neth Antilles other 9.9194150341 1 0 0.6418538862
Netherlands oecd 10.7559797561 0 0 0.5844477636
New Caledonia other 10.4721904983 1 0 0.7376424204
New Zealand oecd 10.3850522197 0 0 0.7584666467
Nicaragua other 7.0316529156 1 0 0.9162907319
Niger africa 5.8796946463 0 1 1.9351380521
Nigeria africa 7.1227053553 0 1 1.6921232791
North Korea other 6.2225762681 1 0 0.6871291082
Norway oecd 11.3455559669 0 0 0.6668032052
Oman other 9.9422754797 1 0 0.7636056442
Pakistan other 6.9109501699 1 0 1.163463261
Palau other 9.2893178972 1 0 0.6931471806
Palestinian Territory other 7.5063170171 1 0 1.4516138272
Panama other 8.9377439369 1 0 0.8792117236
Papua New Guinea other 7.2643102157 1 0 1.3347378742
Paraguay other 7.9269996323 1 0 1.0501220795
Peru other 8.5961337535 1 0 0.8796267475
Philippines other 7.6686078359 1 0 1.1151415906
Poland oecd 9.4143581869 0 0 0.3471295311
Portugal oecd 9.9729016686 0 0 0.2715526905
Puerto Rico other 10.1834272298 1 0 0.5636078092
Qatar other 11.1899325724 1 0 0.7902738913
Republic of Korea other 9.9547603467 1 0 0.3285840638
Romania other 8.925640515 1 0 0.3562748639
Russian Federation other 9.2448770552 1 0 0.4246139269
Rwanda africa 6.2772072402 0 1 1.6643048139
Saint Lucia other 8.8064390405 1 0 0.6455313266
Samoa other 8.1147136221 1 0 1.3252165116
Sao Tome and Principe africa 7.1571901643 0 1 1.249328506
Saudi Arabia other 9.6700347935 1 0 0.9704000575
Senegal africa 6.9399320107 0 1 1.5271426697
Serbia other 8.5415345228 1 0 0.4459670514
Seychelles africa 9.3457974094 0 1 0.8501509294
Sierra Leone africa 5.8627785395 0 1 1.5535022801
Singapore other 10.6870031772 1 0 0.3126185577
Slovakia oecd 9.6788428751 0 0 0.3162695293
Slovenia oecd 10.048012049 0 0 0.3900130035
Solomon Islands other 7.0846454458 1 0 1.3964921861
Somalia africa 4.7431914839 0 1 1.8378475734
South Africa africa 8.8894185977 0 1 0.8683601981
Spain other 10.3268842576 1 0 0.4081282255
Sri Lanka other 7.7728790243 1 0 0.8042412281
St Vincent and Grenadines other 8.7277296057 1 0 0.6906440503
Sudan africa 7.50928047 0 1 1.4410192608
Suriname other 8.8562335561 1 0 0.8180161626
Swaziland africa 8.1050659404 0 1 1.1549926221
Sweden oecd 10.7976594568 0 0 0.6549259677
Switzerland oecd 11.1401240427 0 0 0.4291816347
Syria other 7.9832695164 1 0 1.0195690813
Tajikistan other 6.704414355 1 0 1.1512047388
Tanzania africa 6.2461067655 0 1 1.7045662575
TFYR Macedonia other 8.3971701488 1 0 0.3343270803
Thailand other 8.4365903269 1 0 0.4239596907
Togo africa 6.2626360674 0 1 1.3517029164
Tonga other 8.1727573291 1 0 1.3305173457
Trinidad and Tobago other 9.6293861769 1 0 0.4898062565
Tunisia africa 8.3480879136 0 1 0.6465795447
Turkey oecd 9.2198054366 0 0 0.7040871206
Turkmenistan other 8.4310904924 1 0 0.8398415597
Tuvalu other 8.0668980674 1 0 1.3083328197
Uganda africa 6.2324480166 0 1 1.7751218281
Ukraine other 8.0179667035 1 0 0.3940670632
United Arab Emirates other 10.5872079402 1 0 0.5347374438
United Kingdom oecd 10.5003110399 0 0 0.6243328646
United States oecd 10.7481942015 0 0 0.7309245449
Uruguay other 9.388687374 1 0 0.7144193158
Uzbekistan other 7.2635398266 1 0 0.8171331603
Vanuatu other 7.9941262812 1 0 1.32175584
Venezuela other 9.5106449444 1 0 0.8717116885
Viet Nam other 7.0755552393 1 0 0.5596157879
Yemen other 7.2704520552 1 0 1.5969603909
Zambia africa 7.1210908893 0 1 1.8405496334
Zimbabwe africa 6.3510602216 0 1 1.1343011311

lnFertonln(ppgdp)&Group (2)

group ln(ppgdp) africa ln(ferility) SUMMARY OUTPUT
Afghanistan other 6.2126060958 0 1.7864118629
Albania other 8.209906872 0 0.4219944101 Regression Statistics
Algeria africa 8.4058146034 1 0.761739972 Multiple R 0.7847756839
Angola africa 8.3714503994 1 1.6360798434 R Square 0.6158728741
Anguilla other 9.5288013758 0 0.6931471806 Adjusted R Square 0.6119532095
Argentina other 9.122830689 0 0.7756484021 Standard Error 0.2771676715
Armenia other 8.0165488949 0 0.5510074134 Observations 199
Aruba other 10.0367720397 0 0.5134222496
Australia oecd 10.9528903391 0 0.6673164205 ANOVA
Austria oecd 10.7179404457 0 0.2971372312 df SS MS F Significance F
Azerbaijan other 8.637213722 0 0.7645371766 Regression 2 24.141114568 12.070557284 157.1238727491 1.89909956071726E-41
Bahamas other 10.0195624635 0 0.6296747576 Residual 196 15.0570959477 0.0768219181
Bahrain other 9.8083028649 0 0.8878912574 Total 198 39.1982105157
Bangladesh other 6.5078745492 0 0.7687183674
Barbados other 9.5817177042 0 0.4542552723 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Belarus other 8.6485722695 0 0.3913661837 Intercept 2.0966956161 0.1374555518 15.2536262748 3.79177269254961E-35 1.8256138563 2.3677773759 1.8256138563 2.3677773759
Belgium oecd 10.6877269388 0 0.6070444815 ln(ppgdp) -0.1512559053 0.0150997709 -10.017099364 2.46347818407147E-19 -0.1810347858 -0.1214770247 -0.1810347858 -0.1214770247
Belize other 8.4108989066 0 0.9854435906 africa 0.3594668748 0.0530784042 6.7723753208 0.0000000001 0.2547887658 0.4641449837 0.2547887658 0.4641449837
Benin africa 6.608135569 1 1.6249174833
Bermuda other 11.4363111237 0 0.5653138091
Bhutan other 7.6242282848 0 0.8144794657
Bolivia other 7.5897909548 0 1.1721724918
Bosnia and Herzegovina other 8.4068648007 0 0.1257512053
Botswana africa 8.9096270943 1 0.9620286235
Brazil other 9.2794559026 0 0.5877866649
Brunei Darussalam other 10.3935266251 0 0.6851150089
Bulgaria other 8.7585852218 0 0.4356709502
Burkina Faso africa 6.253251722 1 1.7491998548
Burundi africa 5.1738872882 1 1.3989637642
Cambodia other 6.6811055883 0 0.8845936451
Cameroon africa 7.095561766 1 1.4555871876
Canada oecd 10.7442117106 0 0.5253200699
Cape Verde africa 8.0845624152 1 0.8237367503
Cayman Islands other 10.9516465448 0 0.4700036292
Central African Republic africa 6.1110237822 1 1.4868181989
Chad africa 6.5894765326 1 1.7469364256
Chile oecd 9.3832595311 0 0.6054082663
China other 8.3788502418 0 0.4440445901
Colombia other 8.7359752452 0 0.8298610039
Comoros africa 6.602045004 1 1.5564589876
Congo africa 7.8879968593 1 1.4911047255
Cook Islands other 9.4101825425 0 0.9285379413
Costa Rica other 8.9494689926 0 0.5944312076
Cote dIvoire africa 7.0510760984 1 1.4407825464
Croatia other 9.5338359172 0 0.4061315527
Cuba other 8.6489930859 0 0.3722529739
Cyprus other 10.2528865912 0 0.3770656336
Czech Republic oecd 9.8436738518 0 0.4061315527
Democratic Republic of the Congo africa 5.3013128755 1 1.7020170937
Denmark oecd 10.9300702206 0 0.6339278209
Djibouti africa 7.1566445467 1 1.2778736122
Dominica other 8.8566324506 0 1.0986122887
Dominican Republic other 8.5555288977 0 0.9122827105
East Timor other 6.5597568705 0 1.777998554
Ecuador other 8.3120368951 0 0.8725478089
Egypt africa 7.8837101716 1 0.9692626166
El Salvador other 8.1390319178 0 0.7751878909
Equatorial Guinea africa 9.7322483589 1 1.605429891
Eritrea africa 6.061689992 1 1.4452705662
Estonia oecd 9.5564375683 0 0.5318040302
Ethiopia africa 5.7825936551 1 1.3475535328
Fiji other 8.1734908807 0 0.9562803801
Finland oecd 10.7032826697 0 0.6286086594
France oecd 10.5852173016 0 0.6866259636
French Polynesia other 10.1133026736 0 0.7095125346
Gabon africa 9.4309848031 1 1.1615870878
Gambia africa 6.3614751742 1 1.5452193401
Georgia other 7.8936840075 0 0.4239596907
Germany oecd 10.5930558365 0 0.3763795272
Ghana africa 7.1953373464 1 1.3832898521
Greece oecd 10.1850433979 0 0.4317824164
Greenland other 10.4714314227 0 0.7961549306
Grenada other 8.9131465392 0 0.7751878909
Guatemala other 7.9663438655 0 1.3454723666
Guinea africa 6.0579542884 1 1.6158175194
Guinea-Bissau africa 6.2904574107 1 1.5845302767
Guyana other 8.0050333446 0 0.7839015438
Haiti other 6.4178754197 0 1.1502555218
Honduras other 7.6139173966 0 1.0972780657
Hong Kong other 10.3679665742 0 0.1283932148
Hungary oecd 9.4637415105 0 0.3576744443
Iceland other 10.5784198447 0 0.74098451
India other 7.2487885269 0 0.9313763693
Indonesia other 7.989323133 0 0.7202758479
Iran other 8.56161191 0 0.4618454415
Iraq other 6.7895346476 0 1.5118250836
Ireland oecd 10.7411743745 0 0.7405077519
Israel oecd 10.2857386211 0 1.0678093795
Italy oecd 10.4304945489 0 0.3893357262
Jamaica other 8.4967863816 0 0.8162493777
Japan oecd 10.672226782 0 0.3492474281
Jordan other 8.3996026372 0 1.0609104215
Kazakhstan other 9.1233326313 0 0.9086617047
Kenya africa 6.6868592002 1 1.531043845
Kiribati other 7.2917924397 0 1.2527629685
Kuwait other 10.7239367635 0 0.8113745619
Kyrgyzstan other 6.7631918278 0 0.9635559243
Laos other 6.9542571126 0 0.9333444864
Latvia other 9.274535084 0 0.4094571294
Lebanon other 9.1360154532 0 0.5675839576
Lesotho africa 6.8882666024 1 1.1154694057
Liberia africa 5.3872435757 1 1.6170091779
Libya africa 9.3343970206 1 0.8796267475
Lithuania other 9.303420795 0 0.4021262068
Luxembourg oecd 11.5626237881 0 0.5205779152
Macao other 10.8195822652 0 0.1510028735
Madagascar africa 6.0447683191 1 1.5025206301
Malawi africa 5.8788556027 1 1.7864118629
Malaysia other 9.0327436356 0 0.9446838064
Maldives other 8.4520144654 0 0.5116253039
Mali africa 6.3949276525 1 1.8110717803
Malta other 9.8832440281 0 0.2499802053
Marshall Islands other 8.0292373817 0 1.4780678986
Mauritania africa 7.0309458895 1 1.4727013889
Mauritius africa 8.9210970815 1 0.4637340162
Mexico oecd 9.1161066126 0 0.8006553883
Micronesia other 7.8929002061 0 1.196041434
Moldova other 7.3937552813 0 0.3715635564
Mongolia other 7.7172177519 0 0.8944540373
Montenegro other 8.7810640128 0 0.4885800148
Morocco africa 7.9603236291 1 0.7807000776
Mozambique africa 6.0100409327 1 1.5503246479
Myanmar other 6.7755943754 0 0.6621723763
Namibia africa 8.5418272657 1 1.1167795926
Nauru other 8.7307065206 0 1.1939224685
Nepal other 6.281705842 0 0.9504989032
Neth Antilles other 9.9194150341 0 0.6418538862
Netherlands oecd 10.7559797561 0 0.5844477636
New Caledonia other 10.4721904983 0 0.7376424204
New Zealand oecd 10.3850522197 0 0.7584666467
Nicaragua other 7.0316529156 0 0.9162907319
Niger africa 5.8796946463 1 1.9351380521
Nigeria africa 7.1227053553 1 1.6921232791
North Korea other 6.2225762681 0 0.6871291082
Norway oecd 11.3455559669 0 0.6668032052
Oman other 9.9422754797 0 0.7636056442
Pakistan other 6.9109501699 0 1.163463261
Palau other 9.2893178972 0 0.6931471806
Palestinian Territory other 7.5063170171 0 1.4516138272
Panama other 8.9377439369 0 0.8792117236
Papua New Guinea other 7.2643102157 0 1.3347378742
Paraguay other 7.9269996323 0 1.0501220795
Peru other 8.5961337535 0 0.8796267475
Philippines other 7.6686078359 0 1.1151415906
Poland oecd 9.4143581869 0 0.3471295311
Portugal oecd 9.9729016686 0 0.2715526905
Puerto Rico other 10.1834272298 0 0.5636078092
Qatar other 11.1899325724 0 0.7902738913
Republic of Korea other 9.9547603467 0 0.3285840638
Romania other 8.925640515 0 0.3562748639
Russian Federation other 9.2448770552 0 0.4246139269
Rwanda africa 6.2772072402 1 1.6643048139
Saint Lucia other 8.8064390405 0 0.6455313266
Samoa other 8.1147136221 0 1.3252165116
Sao Tome and Principe africa 7.1571901643 1 1.249328506
Saudi Arabia other 9.6700347935 0 0.9704000575
Senegal africa 6.9399320107 1 1.5271426697
Serbia other 8.5415345228 0 0.4459670514
Seychelles africa 9.3457974094 1 0.8501509294
Sierra Leone africa 5.8627785395 1 1.5535022801
Singapore other 10.6870031772 0 0.3126185577
Slovakia oecd 9.6788428751 0 0.3162695293
Slovenia oecd 10.048012049 0 0.3900130035
Solomon Islands other 7.0846454458 0 1.3964921861
Somalia africa 4.7431914839 1 1.8378475734
South Africa africa 8.8894185977 1 0.8683601981
Spain other 10.3268842576 0 0.4081282255
Sri Lanka other 7.7728790243 0 0.8042412281
St Vincent and Grenadines other 8.7277296057 0 0.6906440503
Sudan africa 7.50928047 1 1.4410192608
Suriname other 8.8562335561 0 0.8180161626
Swaziland africa 8.1050659404 1 1.1549926221
Sweden oecd 10.7976594568 0 0.6549259677
Switzerland oecd 11.1401240427 0 0.4291816347
Syria other 7.9832695164 0 1.0195690813
Tajikistan other 6.704414355 0 1.1512047388
Tanzania africa 6.2461067655 1 1.7045662575
TFYR Macedonia other 8.3971701488 0 0.3343270803
Thailand other 8.4365903269 0 0.4239596907
Togo africa 6.2626360674 1 1.3517029164
Tonga other 8.1727573291 0 1.3305173457
Trinidad and Tobago other 9.6293861769 0 0.4898062565
Tunisia africa 8.3480879136 1 0.6465795447
Turkey oecd 9.2198054366 0 0.7040871206
Turkmenistan other 8.4310904924 0 0.8398415597
Tuvalu other 8.0668980674 0 1.3083328197
Uganda africa 6.2324480166 1 1.7751218281
Ukraine other 8.0179667035 0 0.3940670632
United Arab Emirates other 10.5872079402 0 0.5347374438
United Kingdom oecd 10.5003110399 0 0.6243328646
United States oecd 10.7481942015 0 0.7309245449
Uruguay other 9.388687374 0 0.7144193158
Uzbekistan other 7.2635398266 0 0.8171331603
Vanuatu other 7.9941262812 0 1.32175584
Venezuela other 9.5106449444 0 0.8717116885
Viet Nam other 7.0755552393 0 0.5596157879
Yemen other 7.2704520552 0 1.5969603909
Zambia africa 7.1210908893 1 1.8405496334
Zimbabwe africa 6.3510602216 1 1.1343011311

lifeExpFOnGroup

group other africa lifeExpF
other 1 0 49.49 SUMMARY OUTPUT
other 1 0 80.4
africa 0 1 75 Regression Statistics
africa 0 1 53.17 Multiple R 0.7868134043
other 1 0 81.1 R Square 0.6190753331
other 1 0 79.89 Adjusted R Square 0.6151883467
other 1 0 77.33 Standard Error 6.2801061827
other 1 0 77.75 Observations 199
oecd 0 0 84.27
oecd 0 0 83.55 ANOVA
other 1 0 73.66 df SS MS F Significance F
other 1 0 78.85 Regression 2 12563.0314933582 6281.5157466791 159.2687161617 8.36048455455694E-42
other 1 0 76.06 Residual 196 7730.187798459 39.4397336656
other 1 0 70.23 Total 198 20293.2192918173
other 1 0 80.26
other 1 0 76.37 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
oecd 0 0 82.81 Intercept 82.4464516129 1.1279403677 73.0946900864 3.54078776531392E-144 80.2219939182 84.6709093076 80.2219939182 84.6709093076
other 1 0 77.81 other -7.1197084195 1.2709066366 -5.6020703761 0.000000071 -9.6261157864 -4.6133010527 -9.6261157864 -4.6133010527
africa 0 1 58.66 africa -22.674187462 1.4199983772 -15.9677558973 2.58294591624273E-37 -25.4746247964 -19.8737501276 -25.4746247964 -19.8737501276
other 1 0 82.3
other 1 0 69.84
other 1 0 69.4
other 1 0 78.4
africa 0 1 51.34
other 1 0 77.41
other 1 0 80.64
other 1 0 77.12
africa 0 1 57.02
africa 0 1 52.58
other 1 0 65.1
africa 0 1 53.56
oecd 0 0 83.49
africa 0 1 77.7
other 1 0 83.8
africa 0 1 51.3
africa 0 1 51.61
oecd 0 0 82.35
other 1 0 75.61
other 1 0 77.69
africa 0 1 63.18
africa 0 1 59.33
other 1 0 76.2454672362
other 1 0 81.99
africa 0 1 57.71
other 1 0 80.37
other 1 0 81.33
other 1 0 82.14
oecd 0 0 81
africa 0 1 50.56
oecd 0 0 81.37
africa 0 1 60.04
other 1 0 78.2
other 1 0 76.57
other 1 0 64.2
other 1 0 78.91
africa 0 1 75.52
other 1 0 77.09
africa 0 1 52.91
africa 0 1 64.41
oecd 0 0 79.95
africa 0 1 61.59
other 1 0 72.27
oecd 0 0 83.28
oecd 0 0 84.9
other 1 0 78.07
africa 0 1 64.32
africa 0 1 60.3
other 1 0 77.31
oecd 0 0 82.99
africa 0 1 65.8
oecd 0 0 82.58
other 1 0 71.6
other 1 0 77.72
other 1 0 75.1
africa 0 1 56.39
africa 0 1 50.4
other 1 0 73.45
other 1 0 63.87
other 1 0 75.92
other 1 0 86.35
oecd 0 0 78.47
other 1 0 83.77
other 1 0 67.62
other 1 0 71.8
other 1 0 75.28
other 1 0 72.6
oecd 0 0 83.17
oecd 0 0 84.19
oecd 0 0 84.62
other 1 0 75.98
oecd 0 0 87.12
other 1 0 75.17
other 1 0 72.84
africa 0 1 59.16
other 1 0 63.1
other 1 0 75.89
other 1 0 72.36
other 1 0 69.42
other 1 0 78.51
other 1 0 75.07
africa 0 1 48.11
africa 0 1 58.59
africa 0 1 77.86
other 1 0 78.28
oecd 0 0 82.67
other 1 0 83.8
africa 0 1 68.61
africa 0 1 55.17
other 1 0 76.86
other 1 0 78.7
africa 0 1 53.14
other 1 0 82.29
other 1 0 70.6
africa 0 1 60.95
africa 0 1 76.89
oecd 0 0 79.64
other 1 0 70.17
other 1 0 73.48
other 1 0 72.83
other 1 0 77.37
africa 0 1 74.86
africa 0 1 51.81
other 1 0 67.87
africa 0 1 63.04
other 1 0 57.1
other 1 0 70.05
other 1 0 79.86
oecd 0 0 82.79
other 1 0 80.49
oecd 0 0 82.77
other 1 0 77.45
africa 0 1 55.77
africa 0 1 53.38
other 1 0 72.12
oecd 0 0 83.47
other 1 0 76.44
other 1 0 66.88
other 1 0 72.1
other 1 0 74.81
other 1 0 79.07
other 1 0 65.52
other 1 0 74.91
other 1 0 76.9
other 1 0 72.57
oecd 0 0 80.56
oecd 0 0 82.76
other 1 0 83.2
other 1 0 78.24
other 1 0 83.95
other 1 0 77.95
other 1 0 75.01
africa 0 1 57.13
other 1 0 77.54
other 1 0 76.02
africa 0 1 66.48
other 1 0 75.57
africa 0 1 60.92
other 1 0 77.05
africa 0 1 78
africa 0 1 48.87
other 1 0 83.71
oecd 0 0 79.53
oecd 0 0 82.84
other 1 0 70
africa 0 1 53.38
africa 0 1 54.09
other 1 0 84.76
other 1 0 78.4
other 1 0 74.73
africa 0 1 63.82
other 1 0 74.18
africa 0 1 48.54
oecd 0 0 83.65
oecd 0 0 84.71
other 1 0 77.72
other 1 0 71.23
africa 0 1 60.31
other 1 0 77.14
other 1 0 77.76
africa 0 1 59.4
other 1 0 75.38
other 1 0 73.82
africa 0 1 77.05
oecd 0 0 76.61
other 1 0 69.4
other 1 0 65.1
africa 0 1 55.44
other 1 0 74.58
other 1 0 78.02
oecd 0 0 82.42
oecd 0 0 81.31
other 1 0 80.66
other 1 0 71.9
other 1 0 73.58
other 1 0 77.73
other 1 0 77.44
other 1 0 67.66
africa 0 1 50.04
africa 0 1 52.72

lifeExpOnGroup&ln(ppgdp)

group other africa ln(ppgdp) lifeExpF
other 1 0 6.2126060958 49.49 SUMMARY OUTPUT
other 1 0 8.209906872 80.4
africa 0 1 8.4058146034 75 Regression Statistics
africa 0 1 8.3714503994 53.17 Multiple R 0.8655396724
other 1 0 9.5288013758 81.1 R Square 0.7491589244
other 1 0 9.122830689 79.89 Adjusted R Square 0.745299831
other 1 0 8.0165488949 77.33 Standard Error 5.1092540244
other 1 0 10.0367720397 77.75 Observations 199
oecd 0 0 10.9528903391 84.27
oecd 0 0 10.7179404457 83.55 ANOVA
other 1 0 8.637213722 73.66 df SS MS F Significance F
other 1 0 10.0195624635 78.85 Regression 3 15202.846338057 5067.615446019 194.1282143666 2.67925530778766E-58
other 1 0 9.8083028649 76.06 Residual 195 5090.3729537603 26.104476686
other 1 0 6.5078745492 70.23 Total 198 20293.2192918173
other 1 0 9.5817177042 80.26
other 1 0 8.6485722695 76.37 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
oecd 0 0 10.6877269388 82.81 Intercept 49.5292409403 3.3995538651 14.5693355379 5.14239177668032E-33 42.824627035 56.2338548457 42.824627035 56.2338548457
other 1 0 8.4108989066 77.81 other -1.5346826968 1.1736824055 -1.3075791966 0.192555616 -3.8494238919 0.7800584983 -3.8494238919 0.7800584983
africa 0 1 6.608135569 58.66 africa -12.1703652569 1.5574485782 -7.8142966819 0 -15.2419716525 -9.0987588613 -15.2419716525 -9.0987588613
other 1 0 11.4363111237 82.3 ln(ppgdp) 3.1773199909 0.315959718 10.0560919945 1.97277857411405E-19 2.554182955 3.8004570267 2.554182955 3.8004570267
other 1 0 7.6242282848 69.84
other 1 0 7.5897909548 69.4
other 1 0 8.4068648007 78.4
africa 0 1 8.9096270943 51.34
other 1 0 9.2794559026 77.41
other 1 0 10.3935266251 80.64
other 1 0 8.7585852218 77.12
africa 0 1 6.253251722 57.02
africa 0 1 5.1738872882 52.58
other 1 0 6.6811055883 65.1
africa 0 1 7.095561766 53.56
oecd 0 0 10.7442117106 83.49
africa 0 1 8.0845624152 77.7
other 1 0 10.9516465448 83.8
africa 0 1 6.1110237822 51.3
africa 0 1 6.5894765326 51.61
oecd 0 0 9.3832595311 82.35
other 1 0 8.3788502418 75.61
other 1 0 8.7359752452 77.69
africa 0 1 6.602045004 63.18
africa 0 1 7.8879968593 59.33
other 1 0 9.4101825425 76.2454672362
other 1 0 8.9494689926 81.99
africa 0 1 7.0510760984 57.71
other 1 0 9.5338359172 80.37
other 1 0 8.6489930859 81.33
other 1 0 10.2528865912 82.14
oecd 0 0 9.8436738518 81
africa 0 1 5.3013128755 50.56
oecd 0 0 10.9300702206 81.37
africa 0 1 7.1566445467 60.04
other 1 0 8.8566324506 78.2
other 1 0 8.5555288977 76.57
other 1 0 6.5597568705 64.2
other 1 0 8.3120368951 78.91
africa 0 1 7.8837101716 75.52
other 1 0 8.1390319178 77.09
africa 0 1 9.7322483589 52.91
africa 0 1 6.061689992 64.41
oecd 0 0 9.5564375683 79.95
africa 0 1 5.7825936551 61.59
other 1 0 8.1734908807 72.27
oecd 0 0 10.7032826697 83.28
oecd 0 0 10.5852173016 84.9
other 1 0 10.1133026736 78.07
africa 0 1 9.4309848031 64.32
africa 0 1 6.3614751742 60.3
other 1 0 7.8936840075 77.31
oecd 0 0 10.5930558365 82.99
africa 0 1 7.1953373464 65.8
oecd 0 0 10.1850433979 82.58
other 1 0 10.4714314227 71.6
other 1 0 8.9131465392 77.72
other 1 0 7.9663438655 75.1
africa 0 1 6.0579542884 56.39
africa 0 1 6.2904574107 50.4
other 1 0 8.0050333446 73.45
other 1 0 6.4178754197 63.87
other 1 0 7.6139173966 75.92
other 1 0 10.3679665742 86.35
oecd 0 0 9.4637415105 78.47
other 1 0 10.5784198447 83.77
other 1 0 7.2487885269 67.62
other 1 0 7.989323133 71.8
other 1 0 8.56161191 75.28
other 1 0 6.7895346476 72.6
oecd 0 0 10.7411743745 83.17
oecd 0 0 10.2857386211 84.19
oecd 0 0 10.4304945489 84.62
other 1 0 8.4967863816 75.98
oecd 0 0 10.672226782 87.12
other 1 0 8.3996026372 75.17
other 1 0 9.1233326313 72.84
africa 0 1 6.6868592002 59.16
other 1 0 7.2917924397 63.1
other 1 0 10.7239367635 75.89
other 1 0 6.7631918278 72.36
other 1 0 6.9542571126 69.42
other 1 0 9.274535084 78.51
other 1 0 9.1360154532 75.07
africa 0 1 6.8882666024 48.11
africa 0 1 5.3872435757 58.59
africa 0 1 9.3343970206 77.86
other 1 0 9.303420795 78.28
oecd 0 0 11.5626237881 82.67
other 1 0 10.8195822652 83.8
africa 0 1 6.0447683191 68.61
africa 0 1 5.8788556027 55.17
other 1 0 9.0327436356 76.86
other 1 0 8.4520144654 78.7
africa 0 1 6.3949276525 53.14
other 1 0 9.8832440281 82.29
other 1 0 8.0292373817 70.6
africa 0 1 7.0309458895 60.95
africa 0 1 8.9210970815 76.89
oecd 0 0 9.1161066126 79.64
other 1 0 7.8929002061 70.17
other 1 0 7.3937552813 73.48
other 1 0 7.7172177519 72.83
other 1 0 8.7810640128 77.37
africa 0 1 7.9603236291 74.86
africa 0 1 6.0100409327 51.81
other 1 0 6.7755943754 67.87
africa 0 1 8.5418272657 63.04
other 1 0 8.7307065206 57.1
other 1 0 6.281705842 70.05
other 1 0 9.9194150341 79.86
oecd 0 0 10.7559797561 82.79
other 1 0 10.4721904983 80.49
oecd 0 0 10.3850522197 82.77
other 1 0 7.0316529156 77.45
africa 0 1 5.8796946463 55.77
africa 0 1 7.1227053553 53.38
other 1 0 6.2225762681 72.12
oecd 0 0 11.3455559669 83.47
other 1 0 9.9422754797 76.44
other 1 0 6.9109501699 66.88
other 1 0 9.2893178972 72.1
other 1 0 7.5063170171 74.81
other 1 0 8.9377439369 79.07
other 1 0 7.2643102157 65.52
other 1 0 7.9269996323 74.91
other 1 0 8.5961337535 76.9
other 1 0 7.6686078359 72.57
oecd 0 0 9.4143581869 80.56
oecd 0 0 9.9729016686 82.76
other 1 0 10.1834272298 83.2
other 1 0 11.1899325724 78.24
other 1 0 9.9547603467 83.95
other 1 0 8.925640515 77.95
other 1 0 9.2448770552 75.01
africa 0 1 6.2772072402 57.13
other 1 0 8.8064390405 77.54
other 1 0 8.1147136221 76.02
africa 0 1 7.1571901643 66.48
other 1 0 9.6700347935 75.57
africa 0 1 6.9399320107 60.92
other 1 0 8.5415345228 77.05
africa 0 1 9.3457974094 78
africa 0 1 5.8627785395 48.87
other 1 0 10.6870031772 83.71
oecd 0 0 9.6788428751 79.53
oecd 0 0 10.048012049 82.84
other 1 0 7.0846454458 70
africa 0 1 4.7431914839 53.38
africa 0 1 8.8894185977 54.09
other 1 0 10.3268842576 84.76
other 1 0 7.7728790243 78.4
other 1 0 8.7277296057 74.73
africa 0 1 7.50928047 63.82
other 1 0 8.8562335561 74.18
africa 0 1 8.1050659404 48.54
oecd 0 0 10.7976594568 83.65
oecd 0 0 11.1401240427 84.71
other 1 0 7.9832695164 77.72
other 1 0 6.704414355 71.23
africa 0 1 6.2461067655 60.31
other 1 0 8.3971701488 77.14
other 1 0 8.4365903269 77.76
africa 0 1 6.2626360674 59.4
other 1 0 8.1727573291 75.38
other 1 0 9.6293861769 73.82
africa 0 1 8.3480879136 77.05
oecd 0 0 9.2198054366 76.61
other 1 0 8.4310904924 69.4
other 1 0 8.0668980674 65.1
africa 0 1 6.2324480166 55.44
other 1 0 8.0179667035 74.58
other 1 0 10.5872079402 78.02
oecd 0 0 10.5003110399 82.42
oecd 0 0 10.7481942015 81.31
other 1 0 9.388687374 80.66
other 1 0 7.2635398266 71.9
other 1 0 7.9941262812 73.58
other 1 0 9.5106449444 77.73
other 1 0 7.0755552393 77.44
other 1 0 7.2704520552 67.66
africa 0 1 7.1210908893 50.04
africa 0 1 6.3510602216 52.72