****************************************************************************** Choose 3 of 6 Summary Highest Adjusted R-Squared Results AdjR2 AICc JB K(BP) VIF SA Model 0.04 2060.10 0.00 0.00 1.43 0.04 +SIN_MOM*** +POV -UNEMP 0.04 2060.62 0.00 0.00 2.20 0.05 +BLACK +SIN_MOM** +POV 0.04 2060.66 0.00 0.00 2.39 0.05 -WHITE +SIN_MOM** +POV Passing Models AdjR2 AICc JB K(BP) VIF SA Model ****************************************************************************** Choose 4 of 6 Summary Highest Adjusted R-Squared Results AdjR2 AICc JB K(BP) VIF SA Model 0.04 2062.03 0.00 0.00 2.25 0.04 +BLACK +SIN_MOM** +POV -UNEMP 0.04 2062.07 0.00 0.00 2.44 0.05 -WHITE +SIN_MOM** +POV -UNEMP 0.04 2062.16 0.00 0.00 2.88 0.04 +SIN_MOM*** +POV -MED_INC -UNEMP Passing Models AdjR2 AICc JB K(BP) VIF SA Model ****************************************************************************** Choose 5 of 6 Summary Highest Adjusted R-Squared Results AdjR2 AICc JB K(BP) VIF SA Model 0.04 2064.03 0.00 0.00 51.38 0.04 +WHITE +BLACK +SIN_MOM** +POV -UNEMP 0.04 2064.10 0.00 0.00 3.04 0.05 +BLACK +SIN_MOM** +POV +MED_INC -UNEMP 0.04 2064.14 0.00 0.00 3.09 0.05 -WHITE +SIN_MOM** +POV +MED_INC -UNEMP Passing Models AdjR2 AICc JB K(BP) VIF SA Model ****************************************************************************** Choose 6 of 6 Summary Highest Adjusted R-Squared Results AdjR2 AICc JB K(BP) VIF SA Model 0.03 2066.11 0.00 0.01 53.63 0.04 +WHITE +BLACK +SIN_MOM** +POV -MED_INC -UNEMP Passing Models AdjR2 AICc JB K(BP) VIF SA Model ****************************************************************************** **************** Exploratory Regression Global Summary (FREQ) **************** Percentage of Search Criteria Passed Search Criterion Cutoff Trials # Passed % Passed Min Adjusted R-Squared > 0.50 42 0 0.00 Max Coefficient p-value < 0.05 42 0 0.00 Max VIF Value < 7.50 42 27 64.29 Min Jarque-Bera p-value > 0.10 42 0 0.00 Min Spatial Autocorrelation p-value > 0.10 13 2 15.38 ------------------------------------------------------------------------------ Summary of Variable Significance Variable % Significant % Negative % Positive SIN_MOM 100.00 0.00 100.00 WHITE 15.38 65.38 34.62 BLACK 15.38 26.92 73.08 POV 15.38 0.00 100.00 MED_INC 3.85 69.23 30.77 UNEMP 0.00 96.15 3.85 ------------------------------------------------------------------------------ Summary of Multicollinearity Variable VIF Violations Covariates WHITE 53.63 15 BLACK (100.00) BLACK 47.67 15 WHITE (100.00) SIN_MOM 2.57 0 -------- POV 2.78 0 -------- MED_INC 3.17 0 -------- UNEMP 1.48 0 -------- ------------------------------------------------------------------------------ Summary of Residual Normality (JB) JB AdjR2 AICc K(BP) VIF SA Model 0.000000 0.022721 2067.982063 0.035130 46.879425 0.151872 -WHITE -BLACK -MED_INC* 0.000000 0.027891 2065.860349 0.009067 44.848923 0.170307 -WHITE -BLACK +POV** 0.000000 0.037550 2061.866042 0.001437 50.086989 0.055765 +WHITE +BLACK +SIN_MOM*** ------------------------------------------------------------------------------ Summary of Residual Spatial Autocorrelation (SA) SA AdjR2 AICc JB K(BP) VIF Model 0.170307 0.027891 2065.860349 0.000000 0.009067 44.848923 -WHITE -BLACK +POV** 0.151872 0.022721 2067.982063 0.000000 0.035130 46.879425 -WHITE -BLACK -MED_INC* 0.055765 0.037550 2061.866042 0.000000 0.001437 50.086989 +WHITE +BLACK +SIN_MOM*** ------------------------------------------------------------------------------ Table Abbreviations AdjR2 Adjusted R-Squared AICc Akaike's Information Criterion JB Jarque-Bera p-value K(BP) Koenker (BP) Statistic p-value VIF Max Variance Inflation Factor SA Global Moran's I p-value Model Variable sign (+/-) Model Variable significance (* = 0.10, ** = 0.05, *** = 0.01) ------------------------------------------------------------------------------