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Victor Phan
2026-07-08 14:17:57 +07:00
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Logistic_Results_Decision_Final.csv
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,Beta (B),P-value,Odds Ratio EXP(B),Significance
const,-13.3839,0.0078,0.0,**
Frequency,0.7183,0.0098,2.051,**
Career_6,4.1539,0.0105,63.6799,*
Rooftop,1.7017,0.0123,5.4833,*
Income,0.0045,0.0229,1.0045,*
Transportation_4,4.6473,0.0284,104.3069,*
MEAN CES,1.8488,0.0288,6.3523,*
Career_4,2.8862,0.0334,17.9242,*
Career_3,3.4267,0.0368,30.7762,*
Garden,-1.4026,0.0446,0.246,*
MEAN DES,-0.4982,0.0586,0.6076,
Transportation_3,2.1343,0.0739,8.4512,
Literacy,0.5519,0.0906,1.7365,
Gender_2,1.1137,0.1406,3.0455,
Nature,-0.6135,0.2466,0.5415,
MEAN RES,-0.6547,0.2723,0.5196,
Residential,0.6836,0.391,1.981,
Time,-0.1722,0.5721,0.8418,
Distance,-0.161,0.6202,0.8513,
Transportation_2,0.6629,0.6341,1.9404,
Recreation,-0.1187,0.7927,0.8881,
Career_2,0.347,0.8054,1.4148,
Park,-0.1024,0.8656,0.9027,
Agriculture,-0.0665,0.8894,0.9356,
1 Beta (B) P-value Odds Ratio EXP(B) Significance
2 const -13.3839 0.0078 0.0 **
3 Frequency 0.7183 0.0098 2.051 **
4 Career_6 4.1539 0.0105 63.6799 *
5 Rooftop 1.7017 0.0123 5.4833 *
6 Income 0.0045 0.0229 1.0045 *
7 Transportation_4 4.6473 0.0284 104.3069 *
8 MEAN CES 1.8488 0.0288 6.3523 *
9 Career_4 2.8862 0.0334 17.9242 *
10 Career_3 3.4267 0.0368 30.7762 *
11 Garden -1.4026 0.0446 0.246 *
12 MEAN DES -0.4982 0.0586 0.6076
13 Transportation_3 2.1343 0.0739 8.4512
14 Literacy 0.5519 0.0906 1.7365
15 Gender_2 1.1137 0.1406 3.0455
16 Nature -0.6135 0.2466 0.5415
17 MEAN RES -0.6547 0.2723 0.5196
18 Residential 0.6836 0.391 1.981
19 Time -0.1722 0.5721 0.8418
20 Distance -0.161 0.6202 0.8513
21 Transportation_2 0.6629 0.6341 1.9404
22 Recreation -0.1187 0.7927 0.8881
23 Career_2 0.347 0.8054 1.4148
24 Park -0.1024 0.8656 0.9027
25 Agriculture -0.0665 0.8894 0.9356