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Victor Phan
2026-07-08 14:17:57 +07:00
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Logistic_Results_Decision.csv
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,Beta (B),P-value,Odds Ratio EXP(B),Significance
Rooftop,3.0756,0.0079,21.6626,**
Frequency_4,5.5916,0.0129,268.1578,*
Career_6,9.1882,0.0176,9781.3356,*
Career_4,6.1367,0.022,462.5281,*
Career_3,7.1144,0.0315,1229.5645,*
Income,0.011,0.0387,1.0111,*
MEAN CES,2.9215,0.0495,18.5696,*
Garden,-2.2436,0.0545,0.1061,
const,-22.5952,0.0608,0.0,
Transportation_3,4.0109,0.0812,55.1958,
Nature,-1.545,0.1226,0.2133,
Frequency_5,2.4568,0.1369,11.668,
MEAN DES,-0.5645,0.188,0.5686,
Frequency_3,2.0046,0.2622,7.4228,
Gender_2,1.6345,0.2689,5.1269,
Transportation_5,8.8139,0.2931,6726.8423,
MEAN RES,-0.8526,0.3366,0.4263,
Recreation,-0.5931,0.3811,0.5526,
Agriculture,0.6439,0.4038,1.904,
Distance_2,1.3034,0.4172,3.6819,
Park,0.7798,0.431,2.181,
Transportation_4,2.0649,0.4405,7.8846,
Time_4,1.74,0.5326,5.6971,
Distance_4,-1.2593,0.5443,0.2838,
Distance_3,1.2619,0.6309,3.532,
Literacy_3,-3.3014,0.6631,0.0368,
Frequency_2,0.683,0.7017,1.9799,
Career_5,1.4116,0.7259,4.1024,
Literacy_2,-2.6458,0.7276,0.071,
Time_5,-0.8678,0.7459,0.4199,
Residential,0.3326,0.7564,1.3946,
Career_2,0.7339,0.7868,2.0831,
Time_3,-0.7335,0.7979,0.4802,
Literacy_6,1.6746,0.8247,5.3367,
Transportation_2,0.3599,0.8906,1.4332,
Literacy_4,-0.8905,0.9037,0.4105,
Distance_5,-0.1975,0.933,0.8208,
Time_2,0.2227,0.9368,1.2494,
Literacy_5,-6.5281,0.978,0.0015,
1 Beta (B) P-value Odds Ratio EXP(B) Significance
2 Rooftop 3.0756 0.0079 21.6626 **
3 Frequency_4 5.5916 0.0129 268.1578 *
4 Career_6 9.1882 0.0176 9781.3356 *
5 Career_4 6.1367 0.022 462.5281 *
6 Career_3 7.1144 0.0315 1229.5645 *
7 Income 0.011 0.0387 1.0111 *
8 MEAN CES 2.9215 0.0495 18.5696 *
9 Garden -2.2436 0.0545 0.1061
10 const -22.5952 0.0608 0.0
11 Transportation_3 4.0109 0.0812 55.1958
12 Nature -1.545 0.1226 0.2133
13 Frequency_5 2.4568 0.1369 11.668
14 MEAN DES -0.5645 0.188 0.5686
15 Frequency_3 2.0046 0.2622 7.4228
16 Gender_2 1.6345 0.2689 5.1269
17 Transportation_5 8.8139 0.2931 6726.8423
18 MEAN RES -0.8526 0.3366 0.4263
19 Recreation -0.5931 0.3811 0.5526
20 Agriculture 0.6439 0.4038 1.904
21 Distance_2 1.3034 0.4172 3.6819
22 Park 0.7798 0.431 2.181
23 Transportation_4 2.0649 0.4405 7.8846
24 Time_4 1.74 0.5326 5.6971
25 Distance_4 -1.2593 0.5443 0.2838
26 Distance_3 1.2619 0.6309 3.532
27 Literacy_3 -3.3014 0.6631 0.0368
28 Frequency_2 0.683 0.7017 1.9799
29 Career_5 1.4116 0.7259 4.1024
30 Literacy_2 -2.6458 0.7276 0.071
31 Time_5 -0.8678 0.7459 0.4199
32 Residential 0.3326 0.7564 1.3946
33 Career_2 0.7339 0.7868 2.0831
34 Time_3 -0.7335 0.7979 0.4802
35 Literacy_6 1.6746 0.8247 5.3367
36 Transportation_2 0.3599 0.8906 1.4332
37 Literacy_4 -0.8905 0.9037 0.4105
38 Distance_5 -0.1975 0.933 0.8208
39 Time_2 0.2227 0.9368 1.2494
40 Literacy_5 -6.5281 0.978 0.0015