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Victor Phan
2026-07-08 14:17:57 +07:00
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Logistic_Results_Donation_Optimized.csv
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,Beta (B),P-value,Odds Ratio EXP(B),Significance
Income,-0.017,0.0117,0.9832,*
MEAN DES,-5.6329,0.0249,0.0036,*
Gender_2,-7.432,0.027,0.0006,*
Time_4,5.816,0.0298,335.6267,*
Time_3,5.3233,0.0298,205.0572,*
const,27.0847,0.0353,579100469868.4305,*
Distance_4,-8.7398,0.0361,0.0002,*
Rooftop,-5.4289,0.0401,0.0044,*
Time_5,5.3394,0.0409,208.3824,*
Distance_2,6.5306,0.0559,685.8324,
Frequency_4,-5.2178,0.0633,0.0054,
Residential,5.1802,0.0838,177.7147,
Time_2,4.0494,0.1046,57.3616,
Frequency_2,-3.975,0.1085,0.0188,
Distance_3,-7.5816,0.1122,0.0005,
MEAN CES,3.2436,0.1387,25.6258,
MEAN RES,-1.1166,0.2921,0.3274,
Distance_5,-2.7017,0.3015,0.0671,
Park,-0.7466,0.427,0.474,
Frequency_5,-1.4957,0.5301,0.2241,
Frequency_3,1.1843,0.6466,3.2683,
Garden,0.3512,0.7775,1.4208,
Recreation,-0.2539,0.8091,0.7758,
1 Beta (B) P-value Odds Ratio EXP(B) Significance
2 Income -0.017 0.0117 0.9832 *
3 MEAN DES -5.6329 0.0249 0.0036 *
4 Gender_2 -7.432 0.027 0.0006 *
5 Time_4 5.816 0.0298 335.6267 *
6 Time_3 5.3233 0.0298 205.0572 *
7 const 27.0847 0.0353 579100469868.4305 *
8 Distance_4 -8.7398 0.0361 0.0002 *
9 Rooftop -5.4289 0.0401 0.0044 *
10 Time_5 5.3394 0.0409 208.3824 *
11 Distance_2 6.5306 0.0559 685.8324
12 Frequency_4 -5.2178 0.0633 0.0054
13 Residential 5.1802 0.0838 177.7147
14 Time_2 4.0494 0.1046 57.3616
15 Frequency_2 -3.975 0.1085 0.0188
16 Distance_3 -7.5816 0.1122 0.0005
17 MEAN CES 3.2436 0.1387 25.6258
18 MEAN RES -1.1166 0.2921 0.3274
19 Distance_5 -2.7017 0.3015 0.0671
20 Park -0.7466 0.427 0.474
21 Frequency_5 -1.4957 0.5301 0.2241
22 Frequency_3 1.1843 0.6466 3.2683
23 Garden 0.3512 0.7775 1.4208
24 Recreation -0.2539 0.8091 0.7758