short answers based on project

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Project p1

1 = Republican, 0 = Democrates %age of votes won 1 = Republican, 0 = Democrates
Sr # State Name State Majority (after 2012 elections) Clinton Electoral College Votes State winner (2016)
Independent Categorical Variable Independent Continuous variable Independent Discrete Variable Dependent Categorical Variable
1 Alabama 1 34.4 9 1
2 Alaska 1 36.6 3 1
3 Arizona 1 44.6 11 1
4 Arkansas 1 33.7 6 1
5 California 0 61.5 55 0
6 Colorado 0 48.2 9 0
7 Connecticut 0 54.6 7 0
8 Delaware 0 53.1 3 0
9 Florida 0 47.4 29 1
10 Georgia 1 45.3 16 1
11 Hawaii 0 62.2 4 0
12 Idaho 1 27.5 4 1
13 Illinois 0 55.2 20 0
14 Indiana 1 37.5 11 1
15 Iowa 0 41.7 6 1
16 Kansas 1 35.7 6 1
17 Kentucky 1 32.7 8 1
18 Louisiana 1 38.4 8 1
19 Maine 0 47.8 3 0
20 Maryland 0 60.3 10 0
21 Massachusetts 0 60 11 0
22 Michigan 0 47 16 1
23 Minnesota 0 46.4 10 0
24 Mississippi 1 40.1 6 1
25 Missouri 1 37.9 10 1
26 Montana 1 35.4 3 1
27 Nebraska 1 33.7 5 1
28 Nevada 0 47.9 6 0
29 New Hampshire 0 46.8 4 0
30 New Jersey 0 55 14 0
31 New Mexico 0 48.3 5 0
32 New York 0 59 29 0
33 North Carolina 1 46.2 15 1
34 North Dakota 1 27.2 3 1
35 Ohio 0 43.2 18 1
36 Oklahoma 1 28.9 7 1
37 Oregon 0 50.1 7 0
38 Pennsylvania 0 47.5 20 1
39 Rhode Island 0 54.4 4 0
40 South Carolina 1 40.7 9 1
41 South Dakota 1 31.7 3 1
42 Tennessee 1 34.7 11 1
43 Texas 1 43.2 38 1
44 Utah 1 27.2 6 1
45 Vermont 0 56.7 3 0
46 Virginia 0 49.8 13 0
47 Washington 0 52.5 12 0
48 West Virginia 1 26.2 5 1
49 Wisconsin 0 46.5 10 1
50 Wyoming 1 21.9 3 1
51 Washington DC 0 90.9 3 0

Sheet2

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.8314260287
R Square 0.6912692412
Adjusted R Square 0.6711346265
Standard Error 0.2859135109
Observations 50
ANOVA
df SS MS F Significance F
Regression 3 8.4196593573 2.8065531191 34.3323798952 0
Residual 46 3.7603406427 0.0817465357
Total 49 12.18
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 99.0% Upper 99.0%
Intercept 0.9476242383 0.2706933475 3.5007296889 0.0010429997 0.4027467904 1.4925016863 0.2202675612 1.6749809154
State Majority (after 2012 elections) 0.5278777386 0.121120002 4.3583035838 0.0000729126 0.2840758197 0.7716796575 0.2024266592 0.853328818
Clinton -0.0155007329 0.005072046 -3.0561104833 0.0037261738 -0.025710232 -0.0052912339 -0.029129389 -0.0018720769
Electoral College Votes 0.0079824671 0.0043168551 1.8491394608 0.0708697466 -0.0007069115 0.0166718456 -0.0036169808 0.0195819149
RESIDUAL OUTPUT
Observation Predicted 1 Residuals
1 0.9321225526 0.0678774474
2 0.8719764256 0.1280235744
3 1.0010220793 -0.0010220793
4 0.4333648511 -0.4333648511
5 0.2723311143 -0.2723311143
6 0.1571614894 -0.1571614894
7 0.1484827205 -0.1484827205
8 0.4443810419 0.5556189581
9 0.9010382479 0.0989617521
10 0.0154085178 -0.0154085178
11 1.0811616894 -0.0811616894
12 0.2516331214 -0.2516331214
13 0.9820316295 0.0179683705
14 0.3491384772 0.6508615228
15 0.9700206134 0.0299793866
16 1.0324877464 -0.0324877464
17 0.9441335686 0.0558664314
18 0.2306366051 -0.2306366051
19 0.0927547128 -0.0927547128
20 0.1053873998 -0.1053873998
21 0.3468092633 0.6531907367
22 0.3082149006 -0.3082149006
23 0.9018173885 0.0981826115
24 0.9678488692 0.0321511308
25 0.9507234321 0.0492765679
26 0.9930396122 0.0069603878
27 0.253033933 -0.253033933
28 0.2541198051 -0.2541198051
29 0.2068384656 -0.2068384656
30 0.2388511727 -0.2388511727
31 0.2645725398 -0.2645725398
32 0.8791051212 0.1208948788
33 1.0778294422 -0.0778294422
34 0.4216769826 0.5783230174
35 1.0834080645 -0.0834080645
36 0.2269147876 -0.2269147876
37 0.370988765 0.629011235
38 0.1363142348 -0.1363142348
39 0.9164643499 0.0835356501
40 1.008076144 -0.008076144
41 1.0254336817 -0.0254336817
42 1.1092040624 -0.1092040624
43 1.1017768434 -0.1017768434
44 0.0926800819 -0.0926800819
45 0.2794598098 -0.2794598098
46 0.2296253639 -0.2296253639
47 1.1092951093 -0.1092951093
48 0.3066648274 0.6933351726
49 1.1599833268 -0.1599833268
50 -0.4374449845 0.4374449845

State Majority (after 2012 elections)

1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 1.0 0.0 1.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 1.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 1.0 0.0 1.0 0.0 0.0678774474068903 0.128023574401502 -0.0010220793030935 -0.433364851141772 -0.272331114295044 -0.157161489366258 -0.148482720519088 0.555618958085446 0.0989617521406356 -0.0154085178486594 -0.0811616893904658 -0.251633121428614 0.0179683705431904 0.65086152279971 0.0299793865724873 -0.0324877463678 115 0.0558664313775934 -0.230636605089377 -0.0927547128112445 -0.105387399756046 0.65319073673536 -0.308214900646531 0.0981826114987649 0.0321511307817704 0.0492765678815418 0.00696038776037044 -0.253033932985989 -0.254119805090631 -0.206838465635389 -0.238851172747409 -0.264572539836186 0.120894878848111 -0.0778294422083392 0.578323017444829 -0.0834080644679511 -0.226914787586314 0.6290112349504 -0.136314234763424 0.0835356500710474 -0.00807614398828238 -0.0254336816826226 -0.10920406242493 -0.101776843398731 -0.0926800819430424 -0.279459809848435 -0.229625363852937 -0.109295109273057 0.693335172647248 -0.159983326778628 0.437444984529388

1

Residuals

Clinton (%age votes won)

36.6 44.6 33.7 61.5 48.2 54.6 53.1 47.4 45.3 62.2 27.5 55.2 37.5 41.7 35.7 32.7 38.4 47.8 60.3 60.0 47.0 46.4 40.1 37.9 35.4 33.7 47.9 46.8 55.0 48.3 59.0 46.2 27.2 43.2 28.9 50.1 47.5 54.4 40.7 31.7 34.7 43.2 27.2 56.7 49.8 52.5 26.2 46.5 21.9 90.9 0.0678774474068903 0.128023574401502 -0.0010220793030935 -0.433364851141772 -0.272331114295044 -0.157161489366258 -0.148482720519088 0.555618958085446 0.0989617521406356 -0.0154085178486594 -0.0811616893904658 -0.251633121428614 0.0179683705431904 0.65086152279971 0.0299793865724873 -0.0324877463678115 0.0558664313775934 -0.230636605089377 -0.0927547128112445 -0.105387399756046 0.65319073673536 -0.308214900646531 0.0981826114987649 0.0321511307817704 0.0492765678815418 0.00696038776037044 -0.253033932985989 -0.254119805090631 -0.206838465635389 -0.238851172747409 -0.264572539836186 0.120894878848111 -0.0778294422083392 0.578323017444829 -0.0834080644679511 -0.226914787586314 0.6290112349504 -0.136314234763424 0.0835356500710474 -0.00807614398828238 -0.0254336816826226 -0.10920406242493 -0.101776843398731 -0.0926800819430424 -0.279459809848435 -0.229625363852937 -0.109295109273057 0.693335172647248 -0.159983326778628 0.437444984529388

34.4

Residuals

Electoral College Votes (for each state)

3.0 11.0 6.0 55.0 9.0 7.0 3.0 29.0 16.0 4.0 4.0 20.0 11.0 6.0 6.0 8.0 8.0 3.0 10.0 11.0 16.0 10.0 6.0 10.0 3.0 5.0 6.0 4.0 14.0 5.0 29.0 15.0 3.0 18.0 7.0 7.0 20.0 4.0 9.0 3.0 11.0 38.0 6.0 3.0 13.0 12.0 5.0 10.0 3.0 3.0 0.0678774474068903 0.128023574401502 -0.0010220793030935 -0.433364851141772 -0.272331114295044 -0.157161489366258 -0.148482720519088 0.555618958085446 0.0989617521406356 -0.0154085178486594 -0.0811616893904658 -0.251633121428614 0.0179683705431904 0.65086152279971 0.0299793865724873 -0.0324877463678115 0.0558664313775934 -0.230636605089377 -0.0927547128112445 -0.105387399756046 0.65319073673536 -0.308214900646531 0.0981826114987649 0.0321511307817704 0.0492765678815418 0.00696038776037044 -0.253033932985989 -0.254119805090631 -0.206838465635389 -0.238851172747409 -0.264572539836186 0.120894878848111 -0.0778294422083392 0.578323017444829 -0.0834080644679511 -0.226914787586314 0.6290112349504 -0.136314234763424 0.0835356500710474 -0.00807614398828238 -0.0254336816826226 -0.10920406242493 -0.101776843398731 -0.0926800819430424 -0.279459809848435 -0.229625363852937 -0.109295109273057 0.693335172647248 -0.159983326778628 0.437444984529388

9

Residuals

Residual Plot (multiple regression)

0.0678774474068903 0.128023574401502 -0.0010220793030935 -0.433364851141772 -0.272331114295044 -0.157161489366258 -0.148482720519088 0.555618958085446 0.0989617521406356 -0.0154085178486594 -0.0811616893904658 -0.251633121428614 0.0179683705431904 0.65086152279971 0.0299793865724873 -0.0324877463678115 0.0558664313775934 -0.230636605089377 -0.0927547128112445 -0.105387399756046 0.65319073673536 -0.308214900646531 0.0981826114987649 0.0321511307817704 0.0492765678815418 0.00696038776037044 -0.253033932985989 -0.254119805090631 -0.206838465635389 -0.238851172747409 -0.264572539836186 0.120894878848111 -0.0778294422083392 0.578323017444829 -0.0834080644679511 -0.226914787586314 0.6290112349504 -0.136314234763424 0.0835356500710474 -0.00807614398828238 -0.0254336816826226 -0.10920406242493 -0.101776843398731 -0.0926800819430424 -0.279459809848435 -0.229625363852937 -0.109295109273057 0.693335172647248 -0.159983326778628 0.437444984529388

Entries

Residual

Sheet3

Column 1 Column 2 Column 3
Column 1 1 -0.7467972044 -0.1910305944
Column 2 -0.7467972044 1 0.2598302573
Column 3 -0.1910305944 0.2598302573 1

Sheet4

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.7854032325
R Square 0.6168582375
Adjusted R Square 0.6088761175
Standard Error 0.3118047822
Observations 50
ANOVA
df SS MS F Significance F
Regression 1 7.5133333333 7.5133333333 77.28 0
Residual 48 4.6666666667 0.0972222222
Total 49 12.18
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 99.0% Upper 99.0%
Intercept 0.2222222222 0.0600068583 3.7032803991 0.0005492009 0.1015703472 0.3428740973 0.0612715852 0.3831728592
1 0.7777777778 0.0884752857 8.7909043903 0 0.5998862931 0.9556692625 0.5404690101 1.0150865455
RESIDUAL OUTPUT
Observation Predicted 1 Residuals
1 1 -4.44089209850063E-16
2 1 -4.44089209850063E-16
3 1 -4.44089209850063E-16
4 0.2222222222 -0.2222222222
5 0.2222222222 -0.2222222222
6 0.2222222222 -0.2222222222
7 0.2222222222 -0.2222222222
8 0.2222222222 0.7777777778
9 1 -4.44089209850063E-16
10 0.2222222222 -0.2222222222
11 1 -4.44089209850063E-16
12 0.2222222222 -0.2222222222
13 1 -4.44089209850063E-16
14 0.2222222222 0.7777777778
15 1 -4.44089209850063E-16
16 1 -4.44089209850063E-16
17 1 -4.44089209850063E-16
18 0.2222222222 -0.2222222222
19 0.2222222222 -0.2222222222
20 0.2222222222 -0.2222222222
21 0.2222222222 0.7777777778
22 0.2222222222 -0.2222222222
23 1 -4.44089209850063E-16
24 1 -4.44089209850063E-16
25 1 -4.44089209850063E-16
26 1 -4.44089209850063E-16
27 0.2222222222 -0.2222222222
28 0.2222222222 -0.2222222222
29 0.2222222222 -0.2222222222
30 0.2222222222 -0.2222222222
31 0.2222222222 -0.2222222222
32 1 -4.44089209850063E-16
33 1 -4.44089209850063E-16
34 0.2222222222 0.7777777778
35 1 -4.44089209850063E-16
36 0.2222222222 -0.2222222222
37 0.2222222222 0.7777777778
38 0.2222222222 -0.2222222222
39 1 -4.44089209850063E-16
40 1 -4.44089209850063E-16
41 1 -4.44089209850063E-16
42 1 -4.44089209850063E-16
43 1 -4.44089209850063E-16
44 0.2222222222 -0.2222222222
45 0.2222222222 -0.2222222222
46 0.2222222222 -0.2222222222
47 1 -4.44089209850063E-16
48 0.2222222222 0.7777777778
49 1 -4.44089209850063E-16
50 0.2222222222 -0.2222222222

State Majority (after 2012 elections)

1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 1.0 0.0 1.0 0.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 1.0 0.0 1.0 0.0 0.0 0.0 1.0 1.0 1.0 1.0 1.0 0.0 0.0 0.0 1.0 0.0 1.0 0.0 -4.44089209850063E-16 -4.44089209850063E-16 -4.44089209850063E-16 -0.222222222222222 -0.222222222222222 -0.222222222222222 -0.222222222222222 0.777777777777778 -4.44089209850063E-16 -0.222222222222222 -4.44089209850063E-16 -0.222222222222222 -4.44089209850063E-16 0.777777777777778 -4.44089209850063E-16 -4.44089209850063E-16 -4.44089209850063E-16 -0.222222222222222 -0.222222222222222 -0.222222222222222 0.777777777777778 -0.222222222222222 -4.44089209850063E-16 -4.44089209850063E-16 -4.44089209850063E-16 -4.44089209850063E-16 -0.222222222222222 -0.222222222222222 -0.222222222222222 -0.222222222222222 -0.222222222222222 -4.44089209850063E-16 -4.44089209850063E-16 0.777777777777778 -4.44089209850063E-16 -0.222222222222222 0.777777777777778 -0.222222222222222 -4.44089209850063E-16 -4.44089209850063E-16 -4.44089209850063E-16 -4.44089209850063E-16 -4.44089209850063E-16 -0.222222222222222 -0.222222222222222 -0.222222222222222 -4.44089209850063E-16 0.777777777777778 -4.44089209850063E-16 -0.222222222222222

entries

Residuals

Sheet5

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.735128459
R Square 0.5404138513
Adjusted R Square 0.5308391398
Standard Error 0.3414966841
Observations 50
ANOVA
df SS MS F Significance F
Regression 1 6.5822407084 6.5822407084 56.441789927 0.0000000012
Residual 48 5.5977592916 0.1166199852
Total 49 12.18
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 99.0% Upper 99.0%
Intercept 1.9241590512 0.1853199819 10.3829011396 0 1.5515482543 2.296769848 1.4270930495 2.4212250529
34.4 -0.0299901618 0.0039918887 -7.5127751149 0.0000000012 -0.0380163919 -0.0219639317 -0.0406972216 -0.0192831019
RESIDUAL OUTPUT
Observation Predicted 1 Residuals
1 0.8265191299 0.1734808701
2 0.5865978356 0.4134021644
3 0.913490599 0.086509401
4 0.0797641014 -0.0797641014
5 0.4786332532 -0.4786332532
6 0.2866962178 -0.2866962178
7 0.3316814604 -0.3316814604
8 0.5026253826 0.4973746174
9 0.5656047223 0.4343952777
10 0.0587709882 -0.0587709882
11 1.0994296021 -0.0994296021
12 0.2687021207 -0.2687021207
13 0.7995279843 0.2004720157
14 0.6735693048 0.3264306952
15 0.8535102755 0.1464897245
16 0.9434807608 0.0565192392
17 0.7725368387 0.2274631613
18 0.4906293179 -0.4906293179
19 0.1157522956 -0.1157522956
20 0.1247493441 -0.1247493441
21 0.5146214473 0.4853785527
22 0.5326155444 -0.5326155444
23 0.7215535636 0.2784464364
24 0.7875319195 0.2124680805
25 0.862507324 0.137492676
26 0.913490599 0.086509401
27 0.4876303017 -0.4876303017
28 0.5206194797 -0.5206194797
29 0.274700153 -0.274700153
30 0.475634237 -0.475634237
31 0.1547395059 -0.1547395059
32 0.5386135767 0.4613864233
33 1.1084266506 -0.1084266506
34 0.6285840621 0.3714159379
35 1.0574433756 -0.0574433756
36 0.4216519458 -0.4216519458
37 0.4996263664 0.5003736336
38 0.2926942501 -0.2926942501
39 0.7035594666 0.2964405334
40 0.9734709226 0.0265290774
41 0.8835004373 0.1164995627
42 0.6285840621 0.3714159379
43 1.1084266506 -0.1084266506
44 0.223716878 -0.223716878
45 0.4306489943 -0.4306489943
46 0.3496755575 -0.3496755575
47 1.1384168124 -0.1384168124
48 0.5296165282 0.4703834718
49 1.2673745081 -0.2673745081
50 -0.801946655 0.801946655

Clinton votes percentage

36.6 44.6 33.7 61.5 48.2 54.6 53.1 47.4 45.3 62.2 27.5 55.2 37.5 41.7 35.7 32.7 38.4 47.8 60.3 60.0 47.0 46.4 40.1 37.9 35.4 33.7 47.9 46.8 55.0 48.3 59.0 46.2 27.2 43.2 28.9 50.1 47.5 54.4 40.7 31.7 34.7 43.2 27.2 56.7 49.8 52.5 26.2 46.5 21.9 90.9 0.173480870135548 0.41340216440752 0.0865094009619585 -0.0797641014429389 -0.478633253170092 -0.286696217752515 -0.331681460428509 0.49737461740271 0.434395277656318 -0.0587709881941412 -0.0994296020988199 -0.268702120682117 0.200472015741145 0.32643069523393 0.146489724529951 0.0565192391779619 0.227463161346742 -0.490629317883691 -0.115752295583735 -0.124749344118934 0.485378552689112 -0.532615544381286 0.278446436379536 0.212468080454744 0.137492675994752 0.0865094009619585 -0.487630301705291 -0.520619479667688 -0.274700153038916 -0.475634236991693 -0.15473950590293 0.461386423261915 -0.108426650634019 0.371415937909925 -0.0574433756012249 -0.421651945780499 0.50037363358111 -0.292694250109314 0.296440533449934 0.0265290773939653 0.116499562745955 0.371415937909925 -0.108426650634019 -0.223716878006122 -0.430648994315698 -0.349675557498907 -0.138416812418015 0.470383471797114 -0.2673745080892 0.801946655006558

entries

Residuals

Sheet6

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.0427878261
R Square 0.0018307981
Adjusted R Square -0.0189643936
Standard Error 0.5032747113
Observations 50
ANOVA
df SS MS F Significance F
Regression 1 0.0222991204 0.0222991204 0.0880394897 0.7679646562
Residual 48 12.1577008796 0.253285435
Total 49 12.18
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 99.0% Upper 99.0%
Intercept 0.6029959679 0.1052248518 5.7305470868 0.0000006451 0.3914272236 0.8145647123 0.3207614467 0.8852304892
9 -0.0021776485 0.007339205 -0.2967144918 0.7679646562 -0.0169341091 0.0125788122 -0.0218628937 0.0175075967
RESIDUAL OUTPUT
Observation Predicted 1 Residuals
1 0.5964630225 0.4035369775
2 0.5790418347 0.4209581653
3 0.5899300771 0.4100699229
4 0.4832253016 -0.4832253016
5 0.5833971316 -0.5833971316
6 0.5877524286 -0.5877524286
7 0.5964630225 -0.5964630225
8 0.539844162 0.460155838
9 0.5681535923 0.4318464077
10 0.594285374 -0.594285374
11 0.594285374 0.405714626
12 0.5594429983 -0.5594429983
13 0.5790418347 0.4209581653
14 0.5899300771 0.4100699229
15 0.5899300771 0.4100699229
16 0.5855747801 0.4144252199
17 0.5855747801 0.4144252199
18 0.5964630225 -0.5964630225
19 0.5812194831 -0.5812194831
20 0.5790418347 -0.5790418347
21 0.5681535923 0.4318464077
22 0.5812194831 -0.5812194831
23 0.5899300771 0.4100699229
24 0.5812194831 0.4187805169
25 0.5964630225 0.4035369775
26 0.5921077255 0.4078922745
27 0.5899300771 -0.5899300771
28 0.594285374 -0.594285374
29 0.5725088892 -0.5725088892
30 0.5921077255 -0.5921077255
31 0.539844162 -0.539844162
32 0.5703312407 0.4296687593
33 0.5964630225 0.4035369775
34 0.5637982953 0.4362017047
35 0.5877524286 0.4122475714
36 0.5877524286 -0.5877524286
37 0.5594429983 0.4405570017
38 0.594285374 -0.594285374
39 0.5833971316 0.4166028684
40 0.5964630225 0.4035369775
41 0.5790418347 0.4209581653
42 0.5202453257 0.4797546743
43 0.5899300771 0.4100699229
44 0.5964630225 -0.5964630225
45 0.5746865377 -0.5746865377
46 0.5768641862 -0.5768641862
47 0.5921077255 0.4078922745
48 0.5812194831 0.4187805169
49 0.5964630225 0.4035369775
50 0.5964630225 -0.5964630225

Electoral College Votes

3.0 11.0 6.0 55.0 9.0 7.0 3.0 29.0 16.0 4.0 4.0 20.0 11.0 6.0 6.0 8.0 8.0 3.0 10.0 11.0 16.0 10.0 6.0 10.0 3.0 5.0 6.0 4.0 14.0 5.0 29.0 15.0 3.0 18.0 7.0 7.0 20.0 4.0 9.0 3.0 11.0 38.0 6.0 3.0 13.0 12.0 5.0 10.0 3.0 3.0 0.403536977491961 0.420958165331156 0.410069922931659 -0.483225301553276 -0.583397131628643 -0.587752428588441 -0.596463022508038 0.460155837969343 0.431846407730652 -0.594285374028139 0.405714625971861 -0.559442998349751 0.420958165331156 0.410069922931659 0.410069922931659 0.414425219891458 0.414425219891458 -0.596463022508038 -0.581219483148743 -0.579041834668844 0.431846407730652 -0.581219483148743 0.410069922931659 0.418780516851256 0.403536977491961 0.40789227445176 -0.589930077068341 -0.594285374028139 -0.572508889229146 -0.59210772554824 -0.539844162030657 0.429668759250753 0.403536977491961 0.436201704690451 0.412247571411559 -0.587752428588441 0.440557001650249 -0.594285374028139 0.416602868371357 0.403536977491961 0.420958165331156 0.479754674288436 0.410069922931659 -0.596463022508038 -0.574686537709046 -0.576864186188945 0.40789227445176 0.418780516851256 0.403536977491961 -0.596463022508038

9

Residuals