Descriptive and Inferential Statistics Applications Presentation
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realestatedata-1_1.xlsData
| No. | Price | LotSize | SqrFt | Bedrooms | Bathrooms | Pool? | Basement? | Distance | Rating | SubDiv | ||||||
| 1 | 480.1 | 1.72 | 3985 | 5 | 4 1/2 | 1 | 1 | 17.0 | 6 | 5 | ||||||
| 2 | 397.8 | 0.77 | 3564 | 4 | 4 | 1 | 0 | 12.6 | 6 | 4 | subdivision names | |||||
| 3 | 307.4 | 0.46 | 2914 | 3 | 3 | 0 | 1 | 8.5 | 6 | 3 | Burbsville | 1 | ||||
| 4 | 413.0 | 1.56 | 3413 | 4 | 3 1/2 | 0 | 0 | 18.4 | 4 | 1 | Englewood | 2 | ||||
| 5 | 389.3 | 0.50 | 3627 | 4 | 2 1/2 | 0 | 0 | 17.5 | 1 | 4 | Briar Hills | 3 | ||||
| 6 | 353.3 | 1.21 | 3727 | 3 | 3 1/2 | 0 | 1 | 17.6 | 4 | 2 | Lone Tree | 4 | ||||
| 7 | 331.0 | 0.38 | 2304 | 4 | 2 1/2 | 0 | 0 | 16.4 | 4 | 4 | Stanton | 5 | ||||
| 8 | 381.2 | 0.55 | 3103 | 4 | 3 1/2 | 1 | 1 | 18.4 | 6 | 4 | ||||||
| 9 | 422.5 | 1.57 | 3859 | 4 | 5 | 1 | 0 | 17.9 | 4 | 5 | ||||||
| 10 | 427.3 | 0.78 | 4318 | 4 | 5 | 1 | 1 | 16.1 | 7 | 5 | ||||||
| 11 | 380.6 | 0.47 | 2931 | 4 | 3 1/2 | 1 | 1 | 12.8 | 2 | 4 | ||||||
| 12 | 439.6 | 1.43 | 3926 | 4 | 5 | 0 | 0 | 20.0 | 5 | 5 | ||||||
| 13 | 249.8 | 0.30 | 2206 | 3 | 1 1/2 | 1 | 0 | 21.2 | 4 | 1 | ||||||
| 14 | 248.0 | 0.72 | 2401 | 3 | 2 1/2 | 0 | 1 | 12.1 | 5 | 3 | ||||||
| 15 | 337.3 | 0.61 | 3152 | 3 | 4 | 0 | 0 | 5.9 | 6 | 3 | ||||||
| 16 | 376.5 | 0.38 | 2863 | 4 | 2 1/2 | 0 | 0 | 19.2 | 7 | 4 | ||||||
| 17 | 320.4 | 0.57 | 2683 | 3 | 3 | 1 | 0 | 7.2 | 6 | 3 | East | 2 | 4 | 5 | ||
| 18 | 341.8 | 0.61 | 3468 | 3 | 4 | 0 | 0 | 8.7 | 7 | 3 | West | 1 | 3 | |||
| 19 | 339.3 | 1.75 | 3159 | 3 | 4 | 0 | 0 | 13.6 | 5 | 2 | ||||||
| 20 | 455.9 | 0.81 | 4390 | 5 | 3 | 1 | 0 | 21.6 | 5 | 5 | ||||||
| 21 | 273.7 | 0.33 | 2425 | 3 | 2 | 0 | 0 | 16.1 | 6 | 2 | ||||||
| 22 | 283.8 | 0.57 | 2259 | 3 | 2 1/2 | 0 | 0 | 13.6 | 5 | 2 | ||||||
| 23 | 381.4 | 0.52 | 2718 | 4 | 3 | 0 | 0 | 10.3 | 3 | 4 | ||||||
| 24 | 382.8 | 0.50 | 3032 | 4 | 3 1/2 | 1 | 1 | 16.9 | 2 | 4 | ||||||
| 25 | 419.6 | 2.17 | 4447 | 4 | 4 1/2 | 1 | 1 | 20.5 | 5 | 5 | ||||||
| 26 | 275.8 | 0.31 | 2100 | 3 | 2 1/2 | 0 | 1 | 14.4 | 2 | 2 | ||||||
| 27 | 336.8 | 0.52 | 3294 | 3 | 3 1/2 | 0 | 1 | 16.0 | 5 | 2 | ||||||
| 28 | 339.2 | 0.94 | 3393 | 3 | 3 1/2 | 0 | 0 | 12.9 | 3 | 2 | ||||||
| 29 | 391.4 | 0.99 | 3376 | 4 | 4 1/2 | 1 | 1 | 17.4 | 2 | 4 | ||||||
| 30 | 387.0 | 0.44 | 4391 | 4 | 4 | 0 | 0 | 8.5 | 5 | 3 | ||||||
| 31 | 412.9 | 0.93 | 3588 | 4 | 4 | 1 | 0 | 16.6 | 4 | 4 | ||||||
| 32 | 290.7 | 0.47 | 2419 | 3 | 2 1/2 | 1 | 1 | 12.0 | 4 | 2 | ||||||
| 33 | 306.8 | 0.56 | 2710 | 3 | 3 | 1 | 0 | 5.7 | 6 | 3 | ||||||
| 34 | 343.0 | 0.76 | 3312 | 3 | 4 | 1 | 1 | 14.9 | 7 | 2 | ||||||
| 35 | 452.2 | 1.31 | 3799 | 4 | 4 1/2 | 1 | 1 | 19.0 | 2 | 5 | ||||||
| 36 | 224.7 | 0.34 | 2362 | 2 | 2 1/2 | 0 | 0 | 18.5 | 2 | 1 | ||||||
| 37 | 271.6 | 0.31 | 2800 | 3 | 2 | 0 | 0 | 17.1 | 5 | 2 | ||||||
| 38 | 407.4 | 0.70 | 3495 | 4 | 4 | 1 | 0 | 18.6 | 6 | 4 | ||||||
| 39 | 278.0 | 0.29 | 2239 | 3 | 2 1/2 | 0 | 1 | 15.0 | 3 | 2 | ||||||
| 40 | 350.6 | 0.77 | 3757 | 3 | 3 1/2 | 0 | 0 | 10.6 | 6 | 2 | ||||||
| 41 | 328.4 | 0.66 | 2617 | 3 | 3 | 0 | 1 | 8.4 | 6 | 3 | ||||||
| 42 | 330.9 | 0.66 | 2636 | 3 | 2 1/2 | 1 | 1 | 10.3 | 3 | 2 | ||||||
| 43 | 401.8 | 0.66 | 3107 | 4 | 4 | 1 | 1 | 15.1 | 5 | 4 | ||||||
| 44 | 235.0 | 0.30 | 2288 | 3 | 1 1/2 | 0 | 1 | 20.0 | 3 | 1 | ||||||
| 45 | 357.9 | 0.51 | 2773 | 4 | 2 | 0 | 0 | 15.0 | 4 | 2 | ||||||
| 46 | 353.7 | 0.49 | 3043 | 4 | 3 | 1 | 1 | 17.0 | 4 | 2 | ||||||
| 47 | 475.7 | 1.47 | 3866 | 5 | 4 | 1 | 1 | 20.8 | 5 | 5 | ||||||
| 48 | 257.7 | 0.26 | 2573 | 3 | 1 1/2 | 0 | 1 | 17.8 | 4 | 1 | ||||||
| 49 | 283.0 | 0.63 | 2166 | 3 | 2 1/2 | 0 | 0 | 23.8 | 3 | 1 | ||||||
| 50 | 399.2 | 0.69 | 3434 | 4 | 4 1/2 | 1 | 1 | 18.1 | 3 | 4 | ||||||
| 51 | 245.0 | 0.39 | 2335 | 3 | 2 1/2 | 1 | 1 | 17.7 | 2 | 4 | ||||||
| 52 | 192.9 | 0.32 | 2515 | 2 | 2 | 0 | 0 | 20.8 | 2 | 1 | ||||||
| 53 | 258.4 | 0.77 | 2156 | 3 | 2 | 0 | 0 | 14.6 | 2 | 2 | ||||||
| 54 | 298.1 | 0.43 | 2835 | 3 | 2 1/2 | 1 | 0 | 14.1 | 2 | 2 | ||||||
| 55 | 298.3 | 0.28 | 2080 | 3 | 2 | 1 | 1 | 8.9 | 2 | 2 | ||||||
| 56 | 227.0 | 0.46 | 2805 | 2 | 3 1/2 | 1 | 0 | 22.0 | 2 | 1 | ||||||
| 57 | 224.1 | 0.40 | 2407 | 2 | 2 1/2 | 1 | 1 | 19.4 | 4 | 1 | ||||||
| 58 | 262.0 | 0.32 | 2266 | 2 | 2 | 0 | 0 | 19.7 | 3 | 1 | ||||||
| 59 | 433.8 | 0.83 | 4637 | 4 | 4 1/2 | 1 | 0 | 19.6 | 3 | 5 | ||||||
| 60 | 333.3 | 0.53 | 2945 | 3 | 3 1/2 | 0 | 0 | 7.2 | 5 | 3 | ||||||
| 61 | 346.2 | 1.76 | 3894 | 3 | 3 1/2 | 0 | 0 | 15.5 | 2 | 2 | ||||||
| 62 | 300.2 | 0.34 | 2484 | 3 | 2 1/2 | 0 | 0 | 13.5 | 5 | 2 | ||||||
| 63 | 347.4 | 0.58 | 3053 | 3 | 3 1/2 | 0 | 1 | 6.9 | 6 | 3 | ||||||
| 64 | 299.7 | 0.41 | 2138 | 3 | 2 1/2 | 1 | 0 | 10.5 | 1 | 2 | ||||||
| 65 | 407.0 | 0.76 | 3429 | 4 | 3 1/2 | 1 | 0 | 11.3 | 7 | 4 | ||||||
| 66 | 272.3 | 0.71 | 3160 | 3 | 2 | 1 | 0 | 14.6 | 3 | 2 | ||||||
| 67 | 380.9 | 0.57 | 2822 | 4 | 2 1/2 | 0 | 1 | 11.9 | 5 | 4 | ||||||
| 68 | 414.9 | 1.27 | 3698 | 4 | 4 | 1 | 1 | 18.7 | 7 | 5 | ||||||
| 69 | 354.6 | 0.49 | 3137 | 3 | 3 1/2 | 1 | 0 | 15.3 | 3 | 2 | ||||||
| 70 | 415.1 | 1.45 | 3674 | 4 | 4 | 1 | 0 | 20.9 | 3 | 5 | ||||||
| 71 | 381.6 | 0.68 | 3221 | 4 | 4 | 1 | 0 | 13.1 | 4 | 4 | ||||||
| 72 | 452.3 | 0.91 | 4080 | 5 | 4 | 1 | 1 | 19.7 | 5 | 5 | ||||||
| 73 | 296.7 | 0.45 | 2686 | 3 | 3 | 0 | 1 | 16.9 | 3 | 2 | ||||||
| 74 | 451.4 | 1.16 | 3766 | 5 | 5 | 1 | 1 | 17.0 | 6 | 5 | ||||||
| 75 | 280.1 | 0.39 | 3273 | 3 | 2 1/2 | 1 | 0 | 14.4 | 6 | 2 | ||||||
| 76 | 248.2 | 0.30 | 2920 | 3 | 2 | 0 | 0 | 14.8 | 4 | 2 | ||||||
| 77 | 411.4 | 0.94 | 3932 | 4 | 4 | 0 | 1 | 13.9 | 2 | 4 | ||||||
| 78 | 314.4 | 0.50 | 2771 | 3 | 3 | 0 | 0 | 10.5 | 6 | 3 | ||||||
| 79 | 500.0 | 1.55 | 4648 | 4 | 5 | 1 | 0 | 19.4 | 7 | 5 | ||||||
| 80 | 316.8 | 0.57 | 2766 | 3 | 3 | 0 | 0 | 6.6 | 7 | 3 | ||||||
| 81 | 406.8 | 0.69 | 3470 | 4 | 4 | 1 | 1 | 15.9 | 1 | 4 | ||||||
| 82 | 267.7 | 0.60 | 2156 | 3 | 3 | 1 | 1 | 14.8 | 3 | 2 | ||||||
| 83 | 247.5 | 0.40 | 2508 | 3 | 2 1/2 | 0 | 0 | 15.0 | 2 | 4 | ||||||
| 84 | 345.5 | 0.68 | 3504 | 3 | 4 | 0 | 1 | 11.4 | 3 | 2 | ||||||
| 85 | 207.8 | 0.56 | 2500 | 2 | 2 1/2 | 0 | 0 | 21.5 | 3 | 1 | ||||||
| 86 | 338.6 | 0.58 | 3176 | 3 | 4 | 1 | 0 | 6.6 | 6 | 3 | ||||||
| 87 | 276.5 | 0.35 | 2201 | 3 | 2 | 0 | 0 | 9.4 | 3 | 2 | ||||||
| 88 | 368.6 | 0.42 | 3269 | 4 | 2 1/2 | 0 | 1 | 12.2 | 5 | 3 | ||||||
| 89 | 309.7 | 0.69 | 2900 | 3 | 3 1/2 | 1 | 0 | 7.8 | 7 | 3 | ||||||
| 90 | 297.7 | 0.43 | 2774 | 3 | 2 1/2 | 1 | 1 | 16.6 | 1 | 2 | ||||||
| 91 | 350.7 | 0.62 | 3749 | 3 | 4 | 0 | 0 | 18.0 | 6 | 2 | ||||||
| 92 | 511.0 | 2.18 | 4756 | 6 | 5 | 1 | 1 | 19.0 | 4 | 5 | ||||||
| 93 | 460.2 | 0.87 | 4247 | 5 | 5 | 1 | 1 | 18.3 | 5 | 5 | ||||||
| 94 | 411.7 | 1.02 | 3666 | 4 | 4 | 1 | 1 | 15.8 | 5 | 4 | ||||||
| 95 | 383.3 | 0.49 | 2938 | 4 | 3 | 1 | 0 | 20.2 | 6 | 4 | ||||||
| 96 | 392.3 | 0.62 | 3264 | 4 | 4 1/2 | 1 | 0 | 16.6 | 3 | 4 | ||||||
| 97 | 450.9 | 0.65 | 3567 | 5 | 4 | 1 | 1 | 18.2 | 6 | 5 | ||||||
| 98 | 341.6 | 1.17 | 3201 | 3 | 3 | 0 | 1 | 14.1 | 2 | 2 | ||||||
| 99 | 379.1 | 0.56 | 2716 | 4 | 3 | 0 | 1 | 11.7 | 7 | 4 | ||||||
| 100 | 197.8 | 0.39 | 2434 | 2 | 2 | 0 | 0 | 20.0 | 3 | 1 | ||||||
| 101 | 390.3 | 0.69 | 3470 | 4 | 4 1/2 | 1 | 1 | 18.1 | 3 | 4 | ||||||
| 102 | 349.6 | 0.59 | 3113 | 3 | 3 1/2 | 0 | 0 | 6.1 | 6 | 3 | ||||||
| 103 | 296.2 | 0.55 | 2712 | 3 | 3 | 1 | 0 | 5.9 | 6 | 3 | ||||||
| 104 | 390.2 | 1.01 | 3430 | 4 | 4 1/2 | 1 | 1 | 17.2 | 2 | 4 | ||||||
| 105 | 348.8 | 1.16 | 3626 | 3 | 3 1/2 | 0 | 1 | 17.7 | 4 | 2 | ||||||
| 106 | 386.8 | 0.47 | 2968 | 4 | 3 1/2 | 1 | 1 | 13.0 | 2 | 4 | ||||||
| 107 | 475.5 | 1.47 | 3809 | 5 | 4 | 1 | 1 | 21.6 | 6 | 5 | ||||||
| 108 | 385.3 | 0.69 | 3252 | 4 | 4 | 1 | 0 | 12.6 | 4 | 4 | ||||||
| 109 | 263.6 | 0.26 | 2581 | 3 | 1 1/2 | 0 | 1 | 18.0 | 4 | 1 | ||||||
| 110 | 200.5 | 0.54 | 2467 | 2 | 2 1/2 | 0 | 0 | 21.3 | 3 | 1 | ||||||
| 111 | 202.5 | 0.39 | 2491 | 2 | 2 | 0 | 0 | 19.6 | 3 | 1 | ||||||
| 112 | 341.4 | 1.18 | 3128 | 3 | 3 1/2 | 0 | 1 | 14.6 | 2 | 2 | ||||||
| 113 | 452.4 | 1.43 | 3872 | 4 | 5 | 0 | 0 | 19.8 | 5 | 5 | ||||||
| 114 | 332.0 | 0.59 | 3464 | 3 | 4 | 0 | 0 | 8.7 | 7 | 3 | ||||||
| 115 | 430.8 | 1.41 | 3718 | 4 | 4 | 1 | 0 | 20.9 | 3 | 5 | ||||||
| 116 | 421.6 | 0.79 | 4320 | 4 | 5 | 1 | 1 | 15.5 | 7 | 5 | ||||||
| 117 | 429.5 | 0.82 | 4689 | 4 | 4 1/2 | 1 | 0 | 19.2 | 3 | 5 | ||||||
| 118 | 283.2 | 0.40 | 3153 | 3 | 2 1/2 | 1 | 0 | 14.0 | 6 | 2 | ||||||
| 119 | 328.1 | 0.66 | 2608 | 3 | 3 | 0 | 1 | 8.7 | 5 | 3 | ||||||
| 120 | 405.6 | 0.91 | 3708 | 4 | 4 1/2 | 0 | 1 | 16.8 | 4 | 4 | ||||||
| 121 | 277.0 | 0.30 | 2250 | 3 | 3 | 0 | 1 | 15.0 | 3 | 2 | ||||||
| 122 | 456.0 | 1.17 | 3847 | 5 | 5 | 1 | 1 | 16.7 | 6 | 5 | ||||||
| 123 | 239.9 | 0.30 | 2330 | 3 | 1 1/2 | 0 | 1 | 20.5 | 3 | 1 | ||||||
| 124 | 457.3 | 0.84 | 4215 | 5 | 5 | 0 | 0 | 18.2 | 5 | 5 |
Specification range for SubDiv variable
Specification range for SubDiv variable showing East vs. West
Variable_Description
| No. | sequential identification number | |
| Price | in thousands | |
| LotSize | in acres | |
| SqrFt | size of the house | |
| Bedrooms | ||
| Bathrooms | ||
| Pool? | O = no, 1 = yes | |
| Basement? | O = no, 1 = yes | |
| Distance | distance from center of the city | |
| Rating | seven point scale of a person’s rating of how nice a house is after looking at it | |
| SubDiv | which subdivsion the house is in; coded 1 - 5 |
Correlation_Matrix
| Correlation Matrix | |||||||||||
| Price | LotSize | SqrFt | Bedrooms | Bathrooms | Pool? | Basement? | Distance | Rating | SubDiv | ||
| Price | 1.000 | 0.664622317568956 | 0.8321478035025601 | 0.9011046139469645 | 0.8202581478565485 | 0.4096856021176102 | 0.19028819101490435 | 0.127811333086359 | 0.2881367176195742 | 0.8574688713519764 | |
| LotSize | .665 | 1.000 | 0.6841169448822189 | 0.5171517340484824 | 0.6661528683149581 | 0.22119280945383965 | 0.10938449743925856 | 0.2656673191012941 | 0.11566825787392691 | 0.509847287127859 | |
| SqrFt | .832 | .684 | 1.000 | 0.6780453432395144 | 0.8185431007906867 | 0.3239256146601635 | 0.05500059315426389 | 0.21764004818251506 | 0.27553630361045905 | 0.6929683351915664 | |
| Bedrooms | .901 | .517 | .678 | 1.000 | 0.6306934532753624 | 0.4253560621075338 | 0.25789275454398747 | 0.20904598321065185 | 0.22158979699590242 | 0.8385329280007882 | |
| Bathrooms | .820 | .666 | .819 | .631 | 1.000 | 0.39134052992063795 | 0.13643218807843585 | 0.07447961696527348 | 0.2695936273929283 | 0.7444844229898983 | |
| Pool? | .410 | .221 | .324 | .425 | .391 | 1.000 | 0.1616270459588089 | 0.15267203403239932 | 0.03330653273485757 | 0.46165757706962507 | |
| Basement? | .190 | .109 | .055 | .258 | .136 | .162 | 1.000 | 0.08128690730639897 | -0.09120740693599376 | 0.15369030100786443 | |
| Distance | .128 | .266 | .218 | .209 | .074 | .153 | .081 | 1.000 | -0.2874939508021518 | 0.08976709137566194 | |
| Rating | .288 | .116 | .276 | .222 | .270 | .033 | -.091 | -.287 | 1.000 | 0.2826199335839874 | |
| SubDiv | .857 | .510 | .693 | .839 | .744 | .462 | .154 | .090 | .283 | 1.000 | |
| 124 | sample size | ||||||||||
| ± .176 | critical value .05 (two-tail) | ||||||||||
| ± .231 | critical value .01 (two-tail) |
Regression_Output
| Regression Analysis | |||||||||
| R² | 0.937 | ||||||||
| Adjusted R² | 0.933 | n | 124 | ||||||
| R | 0.968 | k | 8 | ||||||
| Std. Error of Estimate | 19.251 | Dep. Var. | Price | ||||||
| Regression output | confidence interval | ||||||||
| variables | coefficients | std. error | t (df=115) | p-value | 95% lower | 95% upper | std. coeff. | VIF | |
| Intercept | a = | 31.289 | 11.68471561230264 | 2.6777422352079405 | 0.00849694374551067 | 8.14349351866829 | 54.433819484244495 | 0.000 | |
| LotSize | b1 = | 16.574 | 6.208 | 2.670 | .0087 | 4.277 | 28.871 | 0.092 | 2.150 |
| SqrFt | b2 = | 0.021 | 0.005 | 3.978 | .0001 | 0.011 | 0.032 | 0.191 | 4.185 |
| Bedrooms | b3 = | 56.493 | 3.343 | 16.899 | 6.01E-33 | 49.871 | 63.114 | 0.595 | 2.259 |
| Bathrooms | b4 = | 18.073 | 3.513 | 5.145 | 1.11E-06 | 11.114 | 25.031 | 0.235 | 3.791 |
| Pool? | b5 = | -0.652 | 3.956 | -0.165 | .8695 | -8.487 | 7.184 | -0.004 | 1.309 |
| Basement? | b6 = | -1.186 | 3.703 | -0.320 | .7493 | -8.522 | 6.149 | -0.008 | 1.142 |
| Distance | b7 = | -1.305 | 0.463 | -2.820 | .0057 | -2.222 | -0.389 | -0.076 | 1.337 |
| Rating | b8 = | 0.324 | 1.159 | 0.280 | .7801 | -1.972 | 2.621 | 0.007 | 1.292 |
| 2.183 | |||||||||
| mean VIF | |||||||||
| ANOVA table | |||||||||
| Source | SS | df | MS | F | p-value | ||||
| Regression | 633,273.642 | 8 | 79,159.205 | 213.59 | 2.80E-65 | ||||
| Residual | 42,620.077 | 115 | 370.609 | ||||||
| Total | 675,893.719 | 123 | |||||||
| Studentized | |||||||||
| Studentized | Deleted | ||||||||
| Observation | Price | Predicted | Total = | Residual | + Regression | Leverage | Residual | Residual | Cook's D |
| 1 | 480.10 | 485.99 | 132.70 | -5.89 | 138.59 | 0.085 | -0.320 | -0.319 | 0.001 |
| 2 | 397.80 | 402.72 | 50.40 | -4.92 | 55.32 | 0.037 | -0.260 | -0.259 | 0.000 |
| 3 | 307.40 | 314.05 | -40.00 | -6.65 | -33.35 | 0.057 | -0.356 | -0.355 | 0.001 |
| 4 | 413.00 | 396.01 | 65.60 | 16.99 | 48.61 | 0.089 | 0.924 | 0.924 | 0.009 |
| 5 | 389.30 | 365.11 | 41.90 | 24.19 | 17.70 | 0.137 | 1.353 | 1.358 | 0.032 |
| 6 | 353.30 | 340.23 | 5.90 | 13.07 | -7.17 | 0.076 | 0.706 | 0.705 | 0.005 |
| 7 | 331.00 | 337.48 | -16.40 | -6.48 | -9.93 | 0.093 | -0.353 | -0.352 | 0.001 |
| 8 | 381.20 | 371.51 | 33.80 | 9.69 | 24.10 | 0.053 | 0.517 | 0.516 | 0.002 |
| 9 | 422.50 | 432.74 | 75.10 | -10.24 | 85.34 | 0.074 | -0.553 | -0.551 | 0.003 |
| 10 | 427.30 | 431.52 | 79.90 | -4.22 | 84.11 | 0.091 | -0.230 | -0.229 | 0.001 |
| 11 | 380.60 | 372.55 | 33.20 | 8.05 | 25.14 | 0.060 | 0.431 | 0.430 | 0.001 |
| 12 | 439.60 | 430.08 | 92.20 | 9.52 | 82.67 | 0.091 | 0.519 | 0.517 | 0.003 |
| 13 | 249.80 | 252.59 | -97.60 | -2.79 | -94.81 | 0.096 | -0.152 | -0.152 | 0.000 |
| 14 | 248.00 | 293.43 | -99.40 | -45.43 | -53.98 | 0.051 | -2.423 | -2.476 | 0.035 |
| 15 | 337.30 | 344.24 | -10.10 | -6.94 | -3.16 | 0.071 | -0.374 | -0.373 | 0.001 |
| 16 | 376.50 | 346.65 | 29.10 | 29.85 | -0.76 | 0.103 | 1.637 | 1.649 | 0.034 |
| 17 | 320.40 | 313.21 | -27.00 | 7.19 | -34.19 | 0.070 | 0.387 | 0.386 | 0.001 |
| 18 | 341.80 | 347.61 | -5.60 | -5.81 | 0.21 | 0.065 | -0.312 | -0.311 | 0.001 |
| 19 | 339.30 | 352.91 | -8.10 | -13.61 | 5.50 | 0.135 | -0.760 | -0.759 | 0.010 |
| 20 | 455.90 | 447.24 | 108.50 | 8.66 | 99.84 | 0.161 | 0.491 | 0.489 | 0.005 |
| 21 | 273.70 | 274.73 | -73.70 | -1.03 | -72.68 | 0.054 | -0.055 | -0.055 | 0.000 |
| 22 | 283.80 | 287.16 | -63.60 | -3.36 | -60.24 | 0.047 | -0.179 | -0.178 | 0.000 |
| 23 | 381.40 | 365.25 | 34.00 | 16.15 | 17.85 | 0.085 | 0.877 | 0.876 | 0.008 |
| 24 | 382.80 | 369.83 | 35.40 | 12.97 | 22.43 | 0.048 | 0.690 | 0.689 | 0.003 |
| 25 | 419.60 | 441.86 | 72.20 | -22.26 | 94.46 | 0.161 | -1.262 | -1.265 | 0.034 |
| 26 | 275.80 | 276.27 | -71.60 | -0.47 | -71.13 | 0.058 | -0.025 | -0.025 | 0.000 |
| 27 | 336.80 | 322.03 | -10.60 | 14.77 | -25.38 | 0.055 | 0.789 | 0.788 | 0.004 |
| 28 | 339.20 | 335.67 | -8.20 | 3.53 | -11.73 | 0.045 | 0.188 | 0.187 | 0.000 |
| 29 | 391.40 | 402.67 | 44.00 | -11.27 | 55.27 | 0.056 | -0.602 | -0.601 | 0.002 |
| 30 | 387.00 | 420.47 | 39.60 | -33.47 | 73.06 | 0.152 | -1.888 | -1.909 | 0.071 |
| 31 | 412.90 | 400.01 | 65.50 | 12.89 | 52.61 | 0.030 | 0.680 | 0.678 | 0.002 |
| 32 | 290.70 | 288.82 | -56.70 | 1.88 | -58.58 | 0.051 | 0.100 | 0.100 | 0.000 |
| 33 | 306.80 | 315.58 | -40.60 | -8.78 | -31.83 | 0.081 | -0.476 | -0.474 | 0.002 |
| 34 | 343.00 | 336.86 | -4.40 | 6.14 | -10.55 | 0.084 | 0.334 | 0.332 | 0.001 |
| 35 | 452.20 | 414.85 | 104.80 | 37.35 | 67.45 | 0.054 | 1.994 | 2.021 | 0.025 |
| 36 | 224.70 | 221.67 | -122.70 | 3.03 | -125.73 | 0.062 | 0.163 | 0.162 | 0.000 |
| 37 | 271.60 | 280.71 | -75.80 | -9.11 | -66.69 | 0.047 | -0.485 | -0.483 | 0.001 |
| 38 | 407.40 | 392.27 | 60.00 | 15.13 | 44.86 | 0.049 | 0.806 | 0.805 | 0.004 |
| 39 | 278.00 | 278.43 | -69.40 | -0.43 | -68.97 | 0.045 | -0.023 | -0.023 | 0.000 |
| 40 | 350.60 | 344.55 | 3.20 | 6.05 | -2.86 | 0.062 | 0.325 | 0.323 | 0.001 |
| 41 | 328.40 | 311.20 | -19.00 | 17.20 | -36.20 | 0.060 | 0.921 | 0.921 | 0.006 |
| 42 | 330.90 | 298.46 | -16.50 | 32.44 | -48.94 | 0.071 | 1.749 | 1.764 | 0.026 |
| 43 | 401.80 | 386.44 | 54.40 | 15.36 | 39.03 | 0.038 | 0.814 | 0.813 | 0.003 |
| 44 | 235.00 | 255.04 | -112.40 | -20.04 | -92.37 | 0.068 | -1.078 | -1.079 | 0.009 |
| 45 | 357.90 | 342.37 | 10.50 | 15.53 | -5.04 | 0.077 | 0.840 | 0.839 | 0.007 |
| 46 | 353.70 | 361.38 | 6.30 | -7.68 | 13.98 | 0.036 | -0.407 | -0.405 | 0.001 |
| 47 | 475.70 | 465.00 | 128.30 | 10.70 | 117.60 | 0.070 | 0.576 | 0.574 | 0.003 |
| 48 | 257.70 | 263.66 | -89.70 | -5.96 | -83.74 | 0.073 | -0.322 | -0.321 | 0.001 |
| 49 | 283.00 | 272.22 | -64.40 | 10.78 | -75.19 | 0.105 | 0.592 | 0.590 | 0.005 |
| 50 | 399.20 | 398.34 | 51.80 | 0.86 | 50.93 | 0.055 | 0.046 | 0.046 | 0.000 |
| 51 | 245.00 | 277.62 | -102.40 | -32.62 | -69.78 | 0.053 | -1.741 | -1.757 | 0.019 |
| 52 | 192.90 | 212.54 | -154.50 | -19.64 | -134.86 | 0.069 | -1.057 | -1.058 | 0.009 |
| 53 | 258.40 | 276.98 | -89.00 | -18.58 | -70.43 | 0.073 | -1.002 | -1.002 | 0.009 |
| 54 | 298.10 | 294.77 | -49.30 | 3.33 | -52.63 | 0.059 | 0.178 | 0.177 | 0.000 |
| 55 | 298.30 | 272.91 | -49.10 | 25.39 | -74.49 | 0.094 | 1.386 | 1.391 | 0.022 |
| 56 | 227.00 | 245.90 | -120.40 | -18.90 | -101.50 | 0.133 | -1.054 | -1.055 | 0.019 |
| 57 | 224.10 | 221.25 | -123.30 | 2.85 | -126.15 | 0.110 | 0.157 | 0.156 | 0.000 |
| 58 | 262.00 | 209.02 | -85.40 | 52.98 | -138.38 | 0.058 | 2.836 | 2.928 | 0.055 |
| 59 | 433.80 | 425.39 | 86.40 | 8.41 | 77.99 | 0.109 | 0.463 | 0.461 | 0.003 |
| 60 | 333.30 | 327.47 | -14.10 | 5.83 | -19.94 | 0.051 | 0.311 | 0.310 | 0.001 |
| 61 | 346.20 | 356.17 | -1.20 | -9.97 | 8.76 | 0.155 | -0.563 | -0.562 | 0.006 |
| 62 | 300.20 | 288.25 | -47.20 | 11.95 | -59.16 | 0.032 | 0.631 | 0.629 | 0.001 |
| 63 | 347.40 | 330.12 | -0.00 | 17.28 | -17.29 | 0.067 | 0.930 | 0.929 | 0.007 |
| 64 | 299.70 | 284.08 | -47.70 | 15.62 | -63.32 | 0.103 | 0.857 | 0.856 | 0.009 |
| 65 | 407.00 | 392.68 | 59.60 | 14.32 | 45.28 | 0.054 | 0.765 | 0.763 | 0.004 |
| 66 | 272.30 | 296.94 | -75.10 | -24.64 | -50.46 | 0.103 | -1.352 | -1.357 | 0.023 |
| 67 | 380.90 | 356.62 | 33.50 | 24.28 | 9.22 | 0.061 | 1.302 | 1.306 | 0.012 |
| 68 | 414.90 | 405.03 | 67.50 | 9.87 | 57.62 | 0.071 | 0.532 | 0.530 | 0.002 |
| 69 | 354.60 | 319.00 | 7.20 | 35.60 | -28.40 | 0.044 | 1.892 | 1.913 | 0.019 |
| 70 | 415.10 | 404.52 | 67.70 | 10.58 | 57.11 | 0.064 | 0.568 | 0.567 | 0.002 |
| 71 | 381.60 | 392.66 | 34.20 | -11.06 | 45.25 | 0.046 | -0.588 | -0.586 | 0.002 |
| 72 | 452.30 | 461.70 | 104.90 | -9.40 | 114.29 | 0.059 | -0.503 | -0.501 | 0.002 |
| 73 | 296.70 | 297.12 | -50.70 | -0.42 | -50.29 | 0.041 | -0.022 | -0.022 | 0.000 |
| 74 | 451.40 | 481.10 | 104.00 | -29.70 | 133.70 | 0.065 | -1.596 | -1.607 | 0.020 |
| 75 | 280.10 | 304.30 | -67.30 | -24.20 | -43.10 | 0.079 | -1.310 | -1.314 | 0.016 |
| 76 | 248.20 | 285.77 | -99.20 | -37.57 | -61.63 | 0.047 | -1.999 | -2.026 | 0.022 |
| 77 | 411.40 | 409.83 | 64.00 | 1.57 | 62.42 | 0.087 | 0.086 | 0.085 | 0.000 |
| 78 | 314.40 | 310.26 | -33.00 | 4.14 | -37.14 | 0.035 | 0.219 | 0.218 | 0.000 |
| 79 | 500.00 | 448.15 | 152.60 | 51.85 | 100.75 | 0.092 | 2.827 | 2.918 | 0.090 |
| 80 | 316.80 | 316.73 | -30.60 | 0.07 | -30.67 | 0.061 | 0.004 | 0.004 | 0.000 |
| 81 | 406.80 | 392.29 | 59.40 | 14.51 | 44.88 | 0.069 | 0.781 | 0.780 | 0.005 |
| 82 | 267.70 | 290.46 | -79.70 | -22.76 | -56.95 | 0.067 | -1.224 | -1.226 | 0.012 |
| 83 | 247.50 | 286.82 | -99.90 | -39.32 | -60.58 | 0.042 | -2.087 | -2.118 | 0.021 |
| 84 | 345.50 | 343.52 | -1.90 | 1.98 | -3.88 | 0.076 | 0.107 | 0.106 | 0.000 |
| 85 | 207.80 | 224.65 | -139.60 | -16.85 | -122.75 | 0.073 | -0.909 | -0.909 | 0.007 |
| 86 | 338.60 | 342.70 | -8.80 | -4.10 | -4.70 | 0.075 | -0.221 | -0.220 | 0.000 |
| 87 | 276.50 | 278.08 | -70.90 | -1.58 | -69.32 | 0.059 | -0.085 | -0.084 | 0.000 |
| 88 | 368.60 | 363.22 | 21.20 | 5.38 | 15.82 | 0.079 | 0.291 | 0.290 | 0.001 |
| 89 | 309.70 | 328.38 | -37.70 | -18.68 | -19.02 | 0.076 | -1.009 | -1.009 | 0.009 |
| 90 | 297.70 | 288.71 | -49.70 | 8.99 | -58.70 | 0.067 | 0.484 | 0.482 | 0.002 |
| 91 | 350.70 | 341.27 | 3.30 | 9.43 | -6.14 | 0.076 | 0.510 | 0.508 | 0.002 |
| 92 | 511.00 | 572.23 | 163.60 | -61.23 | 224.83 | 0.166 | -3.482 | -3.666 | 0.268 |
| 93 | 460.20 | 484.47 | 112.80 | -24.27 | 137.07 | 0.064 | -1.303 | -1.307 | 0.013 |
| 94 | 411.70 | 403.34 | 64.30 | 8.36 | 55.94 | 0.028 | 0.440 | 0.439 | 0.001 |
| 95 | 383.30 | 356.82 | 35.90 | 26.48 | 9.41 | 0.076 | 1.431 | 1.438 | 0.019 |
| 96 | 392.30 | 396.72 | 44.90 | -4.42 | 49.31 | 0.080 | -0.239 | -0.238 | 0.001 |
| 97 | 450.90 | 448.79 | 103.50 | 2.11 | 101.39 | 0.069 | 0.113 | 0.113 | 0.000 |
| 98 | 341.60 | 323.30 | -5.80 | 18.30 | -24.10 | 0.078 | 0.990 | 0.990 | 0.009 |
| 99 | 379.10 | 364.15 | 31.70 | 14.95 | 16.75 | 0.077 | 0.808 | 0.807 | 0.006 |
| 100 | 197.80 | 213.35 | -149.60 | -15.55 | -134.05 | 0.059 | -0.833 | -0.832 | 0.005 |
| 101 | 390.30 | 399.10 | 42.90 | -8.80 | 51.70 | 0.054 | -0.470 | -0.468 | 0.001 |
| 102 | 349.60 | 333.78 | 2.20 | 15.82 | -13.62 | 0.057 | 0.846 | 0.845 | 0.005 |
| 103 | 296.20 | 315.19 | -51.20 | -18.99 | -32.21 | 0.079 | -1.028 | -1.028 | 0.010 |
| 104 | 390.20 | 404.41 | 42.80 | -14.21 | 57.00 | 0.054 | -0.759 | -0.757 | 0.004 |
| 105 | 348.80 | 337.13 | 1.40 | 11.67 | -10.27 | 0.067 | 0.627 | 0.626 | 0.003 |
| 106 | 386.80 | 373.07 | 39.40 | 13.73 | 25.67 | 0.059 | 0.735 | 0.734 | 0.004 |
| 107 | 475.50 | 463.08 | 128.10 | 12.42 | 115.67 | 0.085 | 0.675 | 0.673 | 0.005 |
| 108 | 385.30 | 394.13 | 37.90 | -8.83 | 46.73 | 0.045 | -0.470 | -0.468 | 0.001 |
| 109 | 263.60 | 263.52 | -83.80 | 0.08 | -83.88 | 0.074 | 0.004 | 0.004 | 0.000 |
| 110 | 200.50 | 223.88 | -146.90 | -23.38 | -123.52 | 0.073 | -1.261 | -1.264 | 0.014 |
| 111 | 202.50 | 215.08 | -144.90 | -12.58 | -132.32 | 0.058 | -0.673 | -0.672 | 0.003 |
| 112 | 341.40 | 330.30 | -6.00 | 11.10 | -17.10 | 0.068 | 0.597 | 0.596 | 0.003 |
| 113 | 452.40 | 429.19 | 105.00 | 23.21 | 81.79 | 0.093 | 1.266 | 1.269 | 0.018 |
| 114 | 332.00 | 347.19 | -15.40 | -15.19 | -0.21 | 0.066 | -0.817 | -0.815 | 0.005 |
| 115 | 430.80 | 404.79 | 83.40 | 26.01 | 57.38 | 0.060 | 1.394 | 1.400 | 0.014 |
| 116 | 421.60 | 432.51 | 74.20 | -10.91 | 85.10 | 0.088 | -0.593 | -0.592 | 0.004 |
| 117 | 429.50 | 426.85 | 82.10 | 2.65 | 79.45 | 0.117 | 0.146 | 0.146 | 0.000 |
| 118 | 283.20 | 302.45 | -64.20 | -19.25 | -44.96 | 0.070 | -1.037 | -1.037 | 0.009 |
| 119 | 328.10 | 310.30 | -19.30 | 17.80 | -37.11 | 0.051 | 0.949 | 0.949 | 0.005 |
| 120 | 405.60 | 410.47 | 58.20 | -4.87 | 63.06 | 0.058 | -0.260 | -0.259 | 0.000 |
| 121 | 277.00 | 287.87 | -70.40 | -10.87 | -59.54 | 0.062 | -0.583 | -0.581 | 0.002 |
| 122 | 456.00 | 483.38 | 108.60 | -27.38 | 135.98 | 0.060 | -1.467 | -1.474 | 0.015 |
| 123 | 239.90 | 255.27 | -107.50 | -15.37 | -92.13 | 0.070 | -0.828 | -0.827 | 0.006 |
| 124 | 457.30 | 485.27 | 109.90 | -27.97 | 137.86 | 0.127 | -1.555 | -1.564 | 0.039 |
| 0.00 | 0.00 | 0.00 | Sum | ||||||
| 675,893.72 | 42,620.08 | 633,273.64 | |||||||
| SSTotal = | SSE | + SSR |
All_Possible_Regressions
| Regression Analysis -- All Possible Regressions | ||||||||||||
| 124 | observations | |||||||||||
| Price | is the dependent variable | |||||||||||
| p-values for the coefficients | ||||||||||||
| Nvar | LotSize | SqrFt | Bedrooms | Bathrooms | Pool? | Basement? | Distance | Rating | Adj R² | R² | s | p-value |
| 5 | .0076 | .0000 | .0000 | .0000 | .0017 | .934 | .937 | 19.025 | 5.54E-69 | |||
| 6 | .0076 | .0001 | .0000 | .0000 | .7136 | .0019 | .934 | .937 | 19.095 | 1.02E-67 | ||
| 6 | .0075 | .0001 | .0000 | .0000 | .0047 | .7379 | .934 | .937 | 19.097 | 1.03E-67 | ||
| 6 | .0087 | .0000 | .0000 | .0000 | .8418 | .0021 | .934 | .937 | 19.103 | 1.07E-67 | ||
| 7 | .0076 | .0001 | .0000 | .0000 | .7433 | .0050 | .7711 | .933 | .937 | 19.170 | 1.74E-66 | |
| 7 | .0087 | .0001 | .0000 | .0000 | .8553 | .7212 | .0023 | .933 | .937 | 19.175 | 1.78E-66 | |
| 7 | .0086 | .0001 | .0000 | .0000 | .8593 | .0054 | .7484 | .933 | .937 | 19.177 | 1.81E-66 | |
| 8 | .0087 | .0001 | .0000 | .0000 | .8695 | .7493 | .0057 | .7801 | .933 | .937 | 19.251 | 2.80E-65 |
| 4 | .0000 | .0000 | .0000 | .0098 | .931 | .933 | 19.528 | 9.08E-69 | ||||
| 5 | .0000 | .0000 | .0000 | .6323 | .0122 | .930 | .933 | 19.592 | 1.76E-67 | |||
| 5 | .0000 | .0000 | .0000 | .7848 | .0109 | .930 | .933 | 19.604 | 1.90E-67 | |||
| 5 | .0000 | .0000 | .0000 | .0199 | .8584 | .930 | .933 | 19.608 | 1.94E-67 | |||
| 6 | .0000 | .0000 | .0000 | .6415 | .8006 | .0133 | .930 | .933 | 19.670 | 3.25E-66 | ||
| 6 | .0000 | .0000 | .0000 | .6407 | .0228 | .8809 | .930 | .933 | 19.673 | 3.32E-66 | ||
| 5 | .0324 | .0006 | .0000 | .0000 | .1630 | .930 | .932 | 19.679 | 2.96E-67 | |||
| 6 | .0000 | .0000 | .0000 | .8011 | .0207 | .8845 | .929 | .933 | 19.686 | 3.58E-66 | ||
| 6 | .0374 | .0006 | .0000 | .0000 | .6527 | .1821 | .929 | .933 | 19.745 | 5.08E-66 | ||
| 6 | .0323 | .0009 | .0000 | .0000 | .7148 | .1843 | .929 | .932 | 19.751 | 5.26E-66 | ||
| 7 | .0000 | .0000 | .0000 | .6481 | .8141 | .0237 | .9048 | .929 | .933 | 19.753 | 5.56E-65 | |
| 4 | .0488 | .0003 | .0000 | .0000 | .929 | .931 | 19.759 | 3.66E-68 | ||||
| 5 | .0560 | .0004 | .0000 | .0000 | .5518 | .929 | .931 | 19.812 | 6.57E-67 | |||
| 5 | .0469 | .0006 | .0000 | .0000 | .5821 | .929 | .931 | 19.817 | 6.74E-67 | |||
| 7 | .0372 | .0010 | .0000 | .0000 | .6640 | .7287 | .2031 | .929 | .933 | 19.820 | 8.21E-65 | |
| 6 | .0538 | .0007 | .0000 | .0000 | .5722 | .6046 | .928 | .932 | 19.874 | 1.08E-65 | ||
| 4 | .0000 | .0000 | .0000 | .2681 | .927 | .930 | 19.981 | 1.39E-67 | ||||
| 3 | .0000 | .0000 | .0000 | .927 | .929 | 20.001 | 1.03E-68 | |||||
| 5 | .0000 | .0000 | .0000 | .5202 | .2990 | .927 | .930 | 20.030 | 2.38E-66 | |||
| 4 | .0000 | .0000 | .0000 | .4561 | .927 | .929 | 20.038 | 1.94E-67 | ||||
| 5 | .0001 | .0000 | .0000 | .7655 | .2936 | .927 | .930 | 20.058 | 2.81E-66 | |||
| 4 | .0000 | .0000 | .0000 | .6519 | .927 | .929 | 20.068 | 2.32E-67 | ||||
| 5 | .0001 | .0000 | .0000 | .4707 | .6788 | .926 | .929 | 20.108 | 3.76E-66 | |||
| 6 | .0001 | .0000 | .0000 | .5286 | .7837 | .3235 | .926 | .930 | 20.109 | 4.28E-65 | ||
| 5 | .0005 | .0000 | .0000 | .2371 | .0187 | .925 | .928 | 20.347 | 1.51E-65 | |||
| 6 | .0004 | .0000 | .0000 | .2996 | .0511 | .3990 | .924 | .928 | 20.371 | 1.94E-64 | ||
| 5 | .0004 | .0000 | .0000 | .0538 | .3101 | .924 | .927 | 20.378 | 1.81E-65 | |||
| 4 | .0004 | .0000 | .0000 | .0171 | .924 | .927 | 20.382 | 1.47E-66 | ||||
| 6 | .0007 | .0000 | .0000 | .6469 | .2511 | .0229 | .924 | .928 | 20.415 | 2.49E-64 | ||
| 5 | .0006 | .0000 | .0000 | .5960 | .0215 | .924 | .927 | 20.443 | 2.64E-65 | |||
| 7 | .0006 | .0000 | .0000 | .6901 | .3115 | .0572 | .4179 | .924 | .928 | 20.445 | 2.97E-63 | |
| 6 | .0006 | .0000 | .0000 | .6522 | .0606 | .3307 | .924 | .928 | 20.447 | 3.00E-64 | ||
| 4 | .0017 | .0000 | .0000 | .0846 | .923 | .925 | 20.616 | 5.71E-66 | ||||
| 5 | .0018 | .0000 | .0000 | .3257 | .1206 | .923 | .926 | 20.618 | 7.20E-65 | |||
| 5 | .0023 | .0000 | .0000 | .5412 | .1009 | .922 | .925 | 20.671 | 9.69E-65 | |||
| 6 | .0025 | .0000 | .0000 | .5730 | .3413 | .1387 | .922 | .926 | 20.678 | 1.11E-63 | ||
| 4 | .0031 | .0000 | .0000 | .2179 | .922 | .924 | 20.743 | 1.19E-65 | ||||
| 5 | .0041 | .0000 | .0000 | .4713 | .2380 | .921 | .925 | 20.785 | 1.86E-64 | |||
| 3 | .0030 | .0000 | .0000 | .921 | .923 | 20.789 | 1.06E-66 | |||||
| 4 | .0041 | .0000 | .0000 | .4249 | .921 | .924 | 20.821 | 1.84E-65 | ||||
| 4 | .0001 | .0000 | .0000 | .0000 | .919 | .922 | 21.085 | 8.26E-65 | ||||
| 5 | .0001 | .0000 | .0000 | .3551 | .0000 | .919 | .922 | 21.097 | 1.07E-63 | |||
| 5 | .0001 | .0000 | .0000 | .0002 | .7238 | .918 | .922 | 21.163 | 1.55E-63 | |||
| 5 | .0001 | .0000 | .0000 | .8416 | .0000 | .918 | .922 | 21.170 | 1.62E-63 | |||
| 6 | .0001 | .0000 | .0000 | .3448 | .0002 | .6812 | .918 | .922 | 21.172 | 1.74E-62 | ||
| 6 | .0001 | .0000 | .0000 | .3633 | .8919 | .0000 | .918 | .922 | 21.185 | 1.88E-62 | ||
| 6 | .0001 | .0000 | .0000 | .8079 | .0002 | .7050 | .918 | .922 | 21.248 | 2.64E-62 | ||
| 7 | .0001 | .0000 | .0000 | .3536 | .8538 | .0002 | .6689 | .918 | .922 | 21.260 | 2.73E-61 | |
| 4 | .0000 | .0000 | .2310 | .1606 | .917 | .920 | 21.347 | 3.58E-64 | ||||
| 5 | .0000 | .0000 | .3774 | .2553 | .1862 | .917 | .920 | 21.366 | 4.78E-63 | |||
| 5 | .0000 | .0000 | .2861 | .2888 | .4537 | .917 | .920 | 21.386 | 5.33E-63 | |||
| 3 | .0000 | .0000 | .1521 | .917 | .919 | 21.387 | 3.18E-65 | |||||
| 4 | .0000 | .0000 | .3387 | .1789 | .917 | .919 | 21.394 | 4.65E-64 | ||||
| 4 | .0000 | .0000 | .3000 | .2368 | .917 | .919 | 21.398 | 4.77E-64 | ||||
| 4 | .0000 | .0000 | .3028 | .3556 | .917 | .919 | 21.399 | 4.80E-64 | ||||
| 3 | .0000 | .0000 | .1748 | .917 | .919 | 21.406 | 3.53E-65 | |||||
| 6 | .0000 | .0000 | .4056 | .3080 | .3123 | .4904 | .917 | .921 | 21.414 | 6.55E-62 | ||
| 4 | .0000 | .0000 | .3458 | .2099 | .917 | .919 | 21.415 | 5.23E-64 | ||||
| 5 | .0000 | .0000 | .3732 | .3230 | .2738 | .917 | .920 | 21.416 | 6.30E-63 | |||
| 5 | .0000 | .0000 | .3750 | .3276 | .3943 | .917 | .920 | 21.418 | 6.35E-63 | |||
| 3 | .0000 | .0000 | .2187 | .916 | .918 | 21.435 | 4.16E-65 | |||||
| 4 | .0000 | .0000 | .3194 | .2454 | .916 | .919 | 21.435 | 5.85E-64 | ||||
| 3 | .0000 | .0000 | .2830 | .916 | .918 | 21.467 | 4.99E-65 | |||||
| 2 | .0000 | .0000 | .916 | .917 | 21.482 | 3.03E-66 | ||||||
| 4 | .0012 | .0000 | .0000 | .0775 | .909 | .912 | 22.333 | 7.67E-62 | ||||
| 3 | .0000 | .0000 | .0007 | .909 | .911 | 22.339 | 5.89E-63 | |||||
| 5 | .0011 | .0000 | .0000 | .4650 | .0694 | .909 | .913 | 22.377 | 1.10E-60 | |||
| 4 | .0000 | .0000 | .4761 | .0007 | .909 | .912 | 22.385 | 1.01E-61 | ||||
| 4 | .0000 | .0000 | .6652 | .0007 | .909 | .912 | 22.415 | 1.18E-61 | ||||
| 5 | .0013 | .0000 | .0000 | .7913 | .0755 | .909 | .912 | 22.421 | 1.39E-60 | |||
| 4 | .0000 | .0000 | .0021 | .8979 | .908 | .911 | 22.431 | 1.29E-61 | ||||
| 5 | .0000 | .0000 | .4947 | .7000 | .0007 | .908 | .912 | 22.465 | 1.75E-60 | |||
| 6 | .0012 | .0000 | .0000 | .4761 | .8266 | .0686 | .908 | .913 | 22.467 | 1.78E-59 | ||
| 5 | .0000 | .0000 | .4725 | .0019 | .8648 | .908 | .912 | 22.476 | 1.86E-60 | |||
| 5 | .0000 | .0000 | .6526 | .0021 | .8553 | .908 | .912 | 22.506 | 2.18E-60 | |||
| 3 | .0023 | .0000 | .0000 | .908 | .910 | 22.534 | 1.67E-62 | |||||
| 6 | .0000 | .0000 | .4900 | .6840 | .0020 | .8281 | .907 | .912 | 22.556 | 2.82E-59 | ||
| 4 | .0022 | .0000 | .0000 | .5658 | .907 | .910 | 22.597 | 3.10E-61 | ||||
| 4 | .0024 | .0000 | .0000 | .9674 | .907 | .910 | 22.628 | 3.65E-61 | ||||
| 5 | .0024 | .0000 | .0000 | .5684 | .9997 | .906 | .910 | 22.693 | 5.74E-60 | |||
| 3 | .0000 | .0000 | .1736 | .902 | .904 | 23.251 | 7.13E-61 | |||||
| 4 | .0000 | .0000 | .5675 | .1622 | .901 | .904 | 23.316 | 1.28E-59 | ||||
| 4 | .0000 | .0000 | .6596 | .1609 | .901 | .904 | 23.329 | 1.37E-59 | ||||
| 2 | .0000 | .0000 | .901 | .903 | 23.335 | 6.74E-62 | ||||||
| 5 | .0000 | .0000 | .5861 | .6848 | .1520 | .900 | .904 | 23.398 | 2.11E-58 | |||
| 3 | .0000 | .0000 | .6458 | .900 | .903 | 23.411 | 1.62E-60 | |||||
| 3 | .0000 | .0000 | .7978 | .900 | .903 | 23.425 | 1.75E-60 | |||||
| 4 | .0000 | .0000 | .6591 | .8227 | .899 | .903 | 23.504 | 3.32E-59 | ||||
| 5 | .0000 | .0000 | .2155 | .0102 | .0716 | .877 | .882 | 25.992 | 4.95E-53 | |||
| 6 | .0000 | .0000 | .2014 | .3993 | .0097 | .0985 | .877 | .883 | 26.023 | 4.86E-52 | ||
| 4 | .0000 | .0000 | .0123 | .0812 | .876 | .881 | 26.052 | 6.75E-54 | ||||
| 5 | .0000 | .0000 | .4370 | .0119 | .1093 | .876 | .881 | 26.095 | 7.88E-53 | |||
| 5 | .0000 | .0000 | .2273 | .2711 | .0009 | .875 | .880 | 26.218 | 1.37E-52 | |||
| 4 | .0000 | .0000 | .2519 | .0008 | .875 | .879 | 26.242 | 1.60E-53 | ||||
| 4 | .0000 | .0000 | .3022 | .0012 | .874 | .878 | 26.270 | 1.82E-53 | ||||
| 3 | .0000 | .0000 | .0010 | .874 | .877 | 26.278 | 1.68E-54 | |||||
| 4 | .0000 | .0000 | .2801 | .0050 | .871 | .875 | 26.619 | 8.70E-53 | ||||
| 3 | .0000 | .0000 | .0061 | .871 | .874 | 26.638 | 8.60E-54 | |||||
| 5 | .0000 | .0000 | .2653 | .4485 | .0079 | .871 | .876 | 26.666 | 1.01E-51 | |||
| 4 | .0000 | .0000 | .4819 | .0094 | .870 | .875 | 26.694 | 1.22E-52 | ||||
| 3 | .0000 | .0000 | .2701 | .864 | .867 | 27.350 | 2.02E-52 | |||||
| 4 | .0000 | .0000 | .3528 | .2480 | .864 | .868 | 27.364 | 2.31E-51 | ||||
| 2 | .0000 | .0000 | .864 | .866 | 27.375 | 1.66E-53 | ||||||
| 3 | .0000 | .0000 | .3893 | .863 | .867 | 27.404 | 2.57E-52 | |||||
| 2 | .0000 | .0202 | .817 | .820 | 31.690 | 8.17E-46 | ||||||
| 3 | .0000 | .3590 | .0175 | .817 | .821 | 31.710 | 1.01E-44 | |||||
| 3 | .0000 | .4056 | .0586 | .817 | .821 | 31.730 | 1.09E-44 | |||||
| 4 | .0000 | .3370 | .3792 | .0533 | .817 | .823 | 31.739 | 1.01E-43 | ||||
| 3 | .0000 | .4439 | .0298 | .817 | .821 | 31.744 | 1.15E-44 | |||||
| 4 | .0000 | .3398 | .4172 | .0261 | .817 | .822 | 31.754 | 1.07E-43 | ||||
| 5 | .0000 | .3173 | .4020 | .3662 | .0751 | .816 | .824 | 31.778 | 8.94E-43 | |||
| 4 | .0000 | .4304 | .3941 | .0812 | .816 | .822 | 31.779 | 1.18E-43 | ||||
| 3 | .0000 | .2859 | .1222 | .813 | .818 | 32.055 | 3.69E-44 | |||||
| 4 | .0000 | .3557 | .2637 | .1085 | .813 | .819 | 32.074 | 3.51E-43 | ||||
| 2 | .0000 | .1150 | .813 | .816 | 32.075 | 3.52E-45 | ||||||
| 3 | .0000 | .3897 | .1028 | .812 | .817 | 32.108 | 4.50E-44 | |||||
| 2 | .0000 | .2687 | .811 | .814 | 32.243 | 6.63E-45 | ||||||
| 1 | .0000 | .810 | .812 | 32.274 | 4.24E-46 | |||||||
| 3 | .0000 | .4196 | .2501 | .810 | .815 | 32.289 | 8.81E-44 | |||||
| 2 | .0000 | .4598 | .810 | .813 | 32.334 | 9.31E-45 | ||||||
| 6 | .0684 | .0000 | .0003 | .0355 | .0244 | .1024 | .768 | .780 | 35.682 | 4.17E-36 | ||
| 7 | .0569 | .0000 | .0007 | .0309 | .0234 | .5297 | .1830 | .767 | .780 | 35.774 | 2.98E-35 | |
| 6 | .0670 | .0000 | .0006 | .0346 | .0313 | .2585 | .766 | .777 | 35.895 | 8.32E-36 | ||
| 5 | .1056 | .0000 | .0001 | .0488 | .0380 | .765 | .775 | 35.939 | 1.65E-36 | |||
| 5 | .0000 | .0000 | .0516 | .0199 | .1616 | .764 | .773 | 36.040 | 2.29E-36 | |||
| 6 | .0000 | .0001 | .0507 | .0199 | .8016 | .2225 | .762 | .773 | 36.184 | 2.11E-35 | ||
| 4 | .0000 | .0000 | .0644 | .0297 | .762 | .769 | 36.189 | 5.72E-37 | ||||
| 5 | .1017 | .0000 | .0000 | .0137 | .1462 | .761 | .771 | 36.211 | 3.99E-36 | |||
| 5 | .0000 | .0000 | .0548 | .0262 | .4699 | .761 | .770 | 36.261 | 4.70E-36 | |||
| 5 | .0558 | .0000 | .0001 | .0198 | .1696 | .760 | .770 | 36.311 | 5.51E-36 | |||
| 6 | .0958 | .0000 | .0001 | .0134 | .7285 | .2125 | .760 | .771 | 36.346 | 3.54E-35 | ||
| 4 | .1430 | .0000 | .0000 | .0212 | .759 | .767 | 36.384 | 1.08E-36 | ||||
| 6 | .0487 | .0000 | .0003 | .0177 | .5987 | .2654 | .759 | .770 | 36.422 | 4.51E-35 | ||
| 5 | .1089 | .0000 | .0001 | .0181 | .4144 | .758 | .768 | 36.434 | 8.20E-36 | |||
| 4 | .0818 | .0000 | .0001 | .0271 | .758 | .766 | 36.449 | 1.34E-36 | ||||
| 5 | .0560 | .0000 | .0002 | .0200 | .3389 | .758 | .768 | 36.461 | 8.95E-36 | |||
| 4 | .0000 | .0000 | .0116 | .2095 | .758 | .766 | 36.471 | 1.44E-36 | ||||
| 3 | .0000 | .0000 | .0171 | .757 | .763 | 36.561 | 2.55E-37 | |||||
| 5 | .0000 | .0000 | .0121 | .9730 | .2473 | .756 | .766 | 36.626 | 1.52E-35 | |||
| 4 | .0000 | .0000 | .0159 | .6345 | .755 | .763 | 36.680 | 2.82E-36 | ||||
| 4 | .0000 | .0000 | .0297 | .2652 | .755 | .763 | 36.725 | 3.27E-36 | ||||
| 3 | .0000 | .0000 | .0367 | .754 | .760 | 36.764 | 4.95E-37 | |||||
| 4 | .0000 | .0000 | .0330 | .6050 | .753 | .761 | 36.876 | 5.31E-36 | ||||
| 5 | .0000 | .0000 | .0304 | .8967 | .3216 | .753 | .763 | 36.878 | 3.38E-35 | |||
| 4 | .0867 | .0000 | .0000 | .2531 | .751 | .759 | 37.004 | 7.99E-36 | ||||
| 3 | .1143 | .0000 | .0000 | .750 | .756 | 37.053 | 1.26E-36 | |||||
| 5 | .0866 | .0000 | .0000 | .8380 | .3183 | .749 | .759 | 37.153 | 8.09E-35 | |||
| 4 | .0962 | .0000 | .0000 | .5577 | .749 | .757 | 37.154 | 1.29E-35 | ||||
| 2 | .0000 | .0000 | .747 | .751 | 37.286 | 2.87E-37 | ||||||
| 3 | .0000 | .0000 | .3562 | .747 | .753 | 37.308 | 2.87E-36 | |||||
| 3 | .0000 | .0000 | .8265 | .745 | .751 | 37.434 | 4.29E-36 | |||||
| 6 | .0036 | .0000 | .0030 | .0094 | .1488 | .1519 | .745 | .757 | 37.441 | 1.10E-33 | ||
| 4 | .0000 | .0000 | .9017 | .3676 | .745 | .753 | 37.462 | 3.43E-35 | ||||
| 5 | .0044 | .0000 | .0034 | .0132 | .0386 | .743 | .753 | 37.612 | 3.40E-34 | |||
| 5 | .0062 | .0000 | .0041 | .0101 | .0393 | .742 | .753 | 37.617 | 3.46E-34 | |||
| 4 | .0115 | .0000 | .0061 | .0182 | .735 | .744 | 38.142 | 2.88E-34 | ||||
| 5 | .0022 | .0000 | .0010 | .1666 | .2342 | .732 | .743 | 38.376 | 3.58E-33 | |||
| 4 | .0026 | .0000 | .0012 | .0544 | .731 | .740 | 38.445 | 7.36E-34 | ||||
| 4 | .0037 | .0000 | .0014 | .0738 | .730 | .739 | 38.527 | 9.46E-34 | ||||
| 5 | .0000 | .0051 | .0056 | .3063 | .2020 | .728 | .739 | 38.663 | 8.57E-33 | |||
| 4 | .0000 | .0061 | .0060 | .0780 | .728 | .737 | 38.673 | 1.48E-33 | ||||
| 5 | .0062 | .0000 | .0031 | .2322 | .1830 | .727 | .738 | 38.720 | 1.02E-32 | |||
| 4 | .0000 | .0056 | .0077 | .1124 | .726 | .735 | 38.768 | 1.98E-33 | ||||
| 4 | .0092 | .0000 | .0034 | .0613 | .726 | .735 | 38.792 | 2.13E-33 | ||||
| 4 | .0073 | .0000 | .0044 | .0758 | .725 | .734 | 38.849 | 2.53E-33 | ||||
| 3 | .0066 | .0000 | .0022 | .725 | .732 | 38.887 | 4.10E-34 | |||||
| 3 | .0000 | .0082 | .0104 | .723 | .730 | 39.019 | 6.14E-34 | |||||
| 3 | .0156 | .0000 | .0063 | .720 | .727 | 39.205 | 1.08E-33 | |||||
| 3 | .0000 | .0020 | .1105 | .712 | .719 | 39.751 | 5.67E-33 | |||||
| 3 | .0000 | .0021 | .1477 | .712 | .719 | 39.757 | 5.78E-33 | |||||
| 4 | .0000 | .0017 | .3504 | .3142 | .712 | .721 | 39.777 | 4.13E-32 | ||||
| 3 | .0000 | .0019 | .1622 | .712 | .719 | 39.781 | 6.20E-33 | |||||
| 5 | .0006 | .0000 | .0330 | .1238 | .0370 | .712 | .723 | 39.797 | 2.51E-31 | |||
| 4 | .0000 | .0019 | .4178 | .2337 | .712 | .721 | 39.807 | 4.52E-32 | ||||
| 3 | .0000 | .0026 | .1823 | .711 | .718 | 39.879 | 8.33E-33 | |||||
| 6 | .0019 | .0000 | .0438 | .1270 | .4871 | .0286 | .711 | .725 | 39.884 | 1.64E-30 | ||
| 2 | .0000 | .0028 | .710 | .714 | 39.941 | 1.18E-33 | ||||||
| 2 | .0000 | .0035 | .709 | .713 | 40.010 | 1.46E-33 | ||||||
| 4 | .0038 | .0000 | .2729 | .2982 | .709 | .718 | 40.015 | 8.37E-32 | ||||
| 3 | .0043 | .0000 | .1160 | .708 | .715 | 40.031 | 1.31E-32 | |||||
| 4 | .0006 | .0000 | .0215 | .0570 | .708 | .718 | 40.031 | 8.77E-32 | ||||
| 3 | .0055 | .0000 | .1253 | .708 | .715 | 40.051 | 1.39E-32 | |||||
| 5 | .0019 | .0000 | .0295 | .4770 | .0432 | .707 | .719 | 40.114 | 6.34E-31 | |||
| 2 | .0087 | .0000 | .705 | .710 | 40.279 | 3.28E-33 | ||||||
| 4 | .0013 | .0000 | .0498 | .2026 | .703 | .713 | 40.370 | 2.38E-31 | ||||
| 4 | .0011 | .0000 | .0790 | .0561 | .703 | .713 | 40.404 | 2.62E-31 | ||||
| 5 | .0040 | .0000 | .0839 | .3332 | .0350 | .703 | .715 | 40.413 | 1.51E-30 | |||
| 3 | .0011 | .0000 | .0339 | .702 | .709 | 40.478 | 4.95E-32 | |||||
| 5 | .0022 | .0000 | .0542 | .2058 | .9675 | .701 | .713 | 40.540 | 2.18E-30 | |||
| 4 | .0021 | .0000 | .0384 | .9175 | .699 | .709 | 40.645 | 5.31E-31 | ||||
| 4 | .0042 | .0000 | .3132 | .0567 | .698 | .708 | 40.758 | 7.36E-31 | ||||
| 3 | .0011 | .0000 | .0928 | .698 | .705 | 40.762 | 1.15E-31 | |||||
| 3 | .0021 | .0000 | .1330 | .696 | .704 | 40.859 | 1.52E-31 | |||||
| 4 | .0044 | .0000 | .1413 | .7375 | .694 | .704 | 41.011 | 1.53E-30 | ||||
| 2 | .0019 | .0000 | .693 | .698 | 41.076 | 3.51E-32 | ||||||
| 2 | .0000 | .2242 | .691 | .696 | 41.193 | 4.95E-32 | ||||||
| 3 | .0045 | .0000 | .6644 | .691 | .698 | 41.215 | 4.29E-31 | |||||
| 2 | .0000 | .2786 | .690 | .695 | 41.245 | 5.77E-32 | ||||||
| 1 | .0000 | .690 | .692 | 41.277 | 4.98E-33 | |||||||
| 3 | .0000 | .4949 | .3812 | .690 | .697 | 41.284 | 5.24E-31 | |||||
| 5 | .0000 | .1000 | .1287 | .1082 | .0342 | .688 | .701 | 41.387 | 2.44E-29 | |||
| 4 | .0000 | .0712 | .1040 | .0511 | .685 | .695 | 41.620 | 8.72E-30 | ||||
| 4 | .0000 | .0684 | .1238 | .0888 | .684 | .694 | 41.668 | 1.00E-29 | ||||
| 4 | .0000 | .0911 | .0739 | .0395 | .684 | .694 | 41.690 | 1.07E-29 | ||||
| 3 | .0000 | .0469 | .1302 | .680 | .688 | 41.911 | 3.18E-30 | |||||
| 3 | .0000 | .0890 | .1847 | .679 | .687 | 42.004 | 4.14E-30 | |||||
| 4 | .0000 | .1181 | .2047 | .3238 | .679 | .689 | 42.007 | 2.61E-29 | ||||
| 3 | .0000 | .0679 | .0626 | .679 | .687 | 42.019 | 4.33E-30 | |||||
| 3 | .0000 | .0837 | .1165 | .678 | .686 | 42.079 | 5.13E-30 | |||||
| 3 | .0000 | .0878 | .2902 | .677 | .685 | 42.117 | 5.71E-30 | |||||
| 2 | .0000 | .0625 | .677 | .682 | 42.139 | 7.72E-31 | ||||||
| 3 | .0000 | .1499 | .2349 | .675 | .683 | 42.265 | 8.69E-30 | |||||
| 2 | .0000 | .1271 | .674 | .679 | 42.339 | 1.37E-30 | ||||||
| 2 | .0000 | .1802 | .672 | .678 | 42.433 | 1.79E-30 | ||||||
| 2 | .0000 | .1976 | .672 | .677 | 42.457 | 1.92E-30 | ||||||
| 1 | .0000 | .670 | .673 | 42.575 | 2.21E-31 | |||||||
| 4 | .0000 | .0001 | .0860 | .0004 | .555 | .569 | 49.451 | 5.85E-21 | ||||
| 5 | .0000 | .0001 | .0871 | .8898 | .0009 | .551 | .570 | 49.656 | 3.90E-20 | |||
| 3 | .0000 | .0000 | .0007 | .548 | .559 | 49.861 | 3.24E-21 | |||||
| 4 | .0000 | .0000 | .8979 | .0017 | .544 | .559 | 50.067 | 2.50E-20 | ||||
| 4 | .0000 | .0001 | .1841 | .1998 | .512 | .527 | 51.809 | 1.39E-18 | ||||
| 3 | .0000 | .0001 | .2028 | .509 | .521 | 51.951 | 4.32E-19 | |||||
| 3 | .0000 | .0000 | .2205 | .508 | .520 | 51.978 | 4.59E-19 | |||||
| 2 | .0000 | .0000 | .506 | .514 | 52.089 | 1.06E-19 | ||||||
| 3 | .0000 | .0292 | .0006 | .495 | .507 | 52.697 | 2.36E-18 | |||||
| 4 | .0000 | .0303 | .7757 | .0009 | .491 | .507 | 52.900 | 1.59E-17 | ||||
| 2 | .0000 | .0014 | .478 | .487 | 53.533 | 2.91E-18 | ||||||
| 3 | .0000 | .7449 | .0019 | .475 | .487 | 53.732 | 2.39E-17 | |||||
| 2 | .0000 | .0803 | .447 | .456 | 55.139 | 1.04E-16 | ||||||
| 3 | .0000 | .0735 | .3967 | .445 | .459 | 55.202 | 5.92E-16 | |||||
| 1 | .0000 | .437 | .442 | 55.614 | 3.88E-17 | |||||||
| 2 | .0000 | .4570 | .435 | .444 | 55.715 | 3.66E-16 | ||||||
| 4 | .0000 | .0567 | .0551 | .0001 | .265 | .289 | 63.539 | 2.75E-08 | ||||
| 3 | .0000 | .0506 | .0001 | .249 | .267 | 64.250 | 3.72E-08 | |||||
| 3 | .0000 | .0521 | .0003 | .248 | .267 | 64.263 | 3.81E-08 | |||||
| 2 | .0000 | .0007 | .231 | .243 | 65.015 | 4.74E-08 | ||||||
| 2 | .0000 | .1285 | .170 | .184 | 67.528 | 4.66E-06 | ||||||
| 3 | .0000 | .1406 | .4761 | .167 | .187 | 67.665 | 1.57E-05 | |||||
| 1 | .0000 | .161 | .168 | 67.899 | 2.30E-06 | |||||||
| 2 | .0000 | .4262 | .159 | .172 | 68.000 | 1.08E-05 | ||||||
| 3 | .0149 | .0137 | .0000 | .153 | .173 | 68.230 | 4.13E-05 | |||||
| 2 | .0106 | .0001 | .117 | .131 | 69.656 | .0002 | ||||||
| 2 | .0115 | .0004 | .116 | .130 | 69.699 | .0002 | ||||||
| 1 | .0012 | .076 | .083 | 71.275 | .0012 | |||||||
| 2 | .0439 | .2060 | .033 | .049 | 72.888 | .0481 | ||||||
| 1 | .0343 | .028 | .036 | 73.072 | .0343 | |||||||
| 1 | .1572 | .008 | .016 | 73.821 | .1572 |
Stepwise_Selection
| Regression Analysis -- Stepwise Selection displaying the best model of each size | ||||||||||||
| 124 | observations | |||||||||||
| Price | is the dependent variable | |||||||||||
| p-values for the coefficients | ||||||||||||
| Nvar | LotSize | SqrFt | Bedrooms | Bathrooms | Pool? | Basement? | Distance | Rating | Adj R² | R² | s | p-value |
| 1 | .0000 | .810 | .812 | 32.274 | 4.24E-46 | |||||||
| 2 | .0000 | .0000 | .916 | .917 | 21.482 | 3.03E-66 | ||||||
| 3 | .0000 | .0000 | .0000 | .927 | .929 | 20.001 | 1.03E-68 | |||||
| 4 | .0000 | .0000 | .0000 | .0098 | .931 | .933 | 19.528 | 9.08E-69 | ||||
| 5 | .0076 | .0000 | .0000 | .0000 | .0017 | .934 | .937 | 19.025 | 5.54E-69 | |||
| 6 | .0076 | .0001 | .0000 | .0000 | .7136 | .0019 | .934 | .937 | 19.095 | 1.02E-67 | ||
| 7 | .0076 | .0001 | .0000 | .0000 | .7433 | .0050 | .7711 | .933 | .937 | 19.170 | 1.74E-66 | |
| 8 | .0087 | .0001 | .0000 | .0000 | .8695 | .7493 | .0057 | .7801 | .933 | .937 | 19.251 | 2.80E-65 |
Stepwise_Selection
Nvar
Adj R²
Adj R² vs. Number of Independent Variables
