Model Information
Model Information | |
---|---|
Data Set | MYLIB.PRIMARYHOUSEDATAV2 |
Response Variable | House Rating |
Number of Response Levels | 2 |
Model | binary logit |
Optimization Technique | Fisher's scoring |
Model Information | |
---|---|
Data Set | MYLIB.PRIMARYHOUSEDATAV2 |
Response Variable | House Rating |
Number of Response Levels | 2 |
Model | binary logit |
Optimization Technique | Fisher's scoring |
Number of Observations Read | 203 |
---|---|
Number of Observations Used | 203 |
Response Profile | ||
---|---|---|
Ordered Value |
House Rating | Total Frequency |
1 | High | 41 |
2 | Low | 162 |
Probability modeled is House Rating='High'.
Model Convergence Status |
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Convergence criterion (GCONV=1E-8) satisfied. |
Model Fit Statistics | ||
---|---|---|
Criterion | Intercept Only | Intercept and Covariates |
AIC | 206.268 | 109.659 |
SC | 209.581 | 162.670 |
-2 Log L | 204.268 | 77.659 |
Testing Global Null Hypothesis: BETA=0 | |||
---|---|---|---|
Test | Chi-Square | DF | Pr > ChiSq |
Likelihood Ratio | 126.6089 | 15 | <.0001 |
Score | 98.4069 | 15 | <.0001 |
Wald | 37.5152 | 15 | 0.0011 |
Analysis of Maximum Likelihood Estimates | |||||
---|---|---|---|---|---|
Parameter | DF | Estimate | Standard Error |
Wald Chi-Square |
Pr > ChiSq |
Intercept | 1 | -5.2821 | 13.3315 | 0.1570 | 0.6919 |
PopulationDensityper | 1 | 0.00142 | 0.00158 | 0.8148 | 0.3667 |
TotalPopulation2015e | 1 | 0.000065 | 0.000036 | 3.2232 | 0.0726 |
TotalViolentCrimesRa | 1 | 0.0204 | 0.00893 | 5.2016 | 0.0226 |
TotalPropertyCrimesR | 1 | 0.00275 | 0.00242 | 1.2958 | 0.2550 |
TotalViolentandPrope | 1 | -0.00109 | 0.000561 | 3.7588 | 0.0525 |
TotalPopulationWhite | 1 | -0.00007 | 0.000035 | 4.4572 | 0.0348 |
TotalPopulationBlack | 1 | -0.00011 | 0.000050 | 4.8352 | 0.0279 |
TotalPopulationAmeri | 1 | 0.000019 | 0.000425 | 0.0020 | 0.9643 |
TotalPopulationNativ | 1 | 0.000911 | 0.000676 | 1.8136 | 0.1781 |
TotalPopulationAsian | 1 | -0.00004 | 0.000047 | 0.6769 | 0.4107 |
MedianAge | 1 | 0.1084 | 0.1667 | 0.4230 | 0.5155 |
TotalwithHealthInsur | 1 | 3.176E-6 | 0.000032 | 0.0099 | 0.9207 |
AverageHouseholdSize | 1 | -6.4625 | 4.3489 | 2.2082 | 0.1373 |
Averagehouseholdinco | 1 | 0.000184 | 0.000069 | 7.0781 | 0.0078 |
SizeRank | 1 | -0.00604 | 0.00120 | 25.5033 | <.0001 |
Odds Ratio Estimates | |||
---|---|---|---|
Effect | Point Estimate | 95% Wald Confidence Limits |
|
PopulationDensityper | 1.001 | 0.998 | 1.005 |
TotalPopulation2015e | 1.000 | 1.000 | 1.000 |
TotalViolentCrimesRa | 1.021 | 1.003 | 1.039 |
TotalPropertyCrimesR | 1.003 | 0.998 | 1.008 |
TotalViolentandPrope | 0.999 | 0.998 | 1.000 |
TotalPopulationWhite | 1.000 | 1.000 | 1.000 |
TotalPopulationBlack | 1.000 | 1.000 | 1.000 |
TotalPopulationAmeri | 1.000 | 0.999 | 1.001 |
TotalPopulationNativ | 1.001 | 1.000 | 1.002 |
TotalPopulationAsian | 1.000 | 1.000 | 1.000 |
MedianAge | 1.115 | 0.804 | 1.545 |
TotalwithHealthInsur | 1.000 | 1.000 | 1.000 |
AverageHouseholdSize | 0.002 | <0.001 | 7.855 |
Averagehouseholdinco | 1.000 | 1.000 | 1.000 |
SizeRank | 0.994 | 0.992 | 0.996 |
Association of Predicted Probabilities and Observed Responses | |||
---|---|---|---|
Percent Concordant | 94.9 | Somers' D | 0.897 |
Percent Discordant | 5.1 | Gamma | 0.897 |
Percent Tied | 0.0 | Tau-a | 0.291 |
Pairs | 6642 | c | 0.949 |