Call: glm(formula = M1_Q1binary ~ stock_age2 + Home_IMD_Decile + Age + dog_coded, family = binomial(link = "logit"), data = dat3) Deviance Residuals: Min 1Q Median 3Q Max -2.3454 -1.3041 0.6765 0.8441 1.2311 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 1.360171 0.120159 11.320 < 2e-16 *** stock_age2Pre-1900 0.126986 0.117031 1.085 0.277896 stock_age21900-1918 0.280647 0.125138 2.243 0.024917 * stock_age21919-1929 0.215039 0.129432 1.661 0.096632 . stock_age21930-1939 0.178124 0.103832 1.715 0.086255 . stock_age21945-1954 0.160975 0.110938 1.451 0.146771 stock_age21955-1964 0.147752 0.100414 1.471 0.141175 stock_age21965-1972 0.219277 0.100799 2.175 0.029601 * stock_age21973-1982 0.034818 0.102708 0.339 0.734610 stock_age21983-1992 0.292516 0.115760 2.527 0.011507 * stock_age21993-1999 0.390114 0.135055 2.889 0.003870 ** Home_IMD_Decile1 -0.470988 0.088729 -5.308 1.11e-07 *** Home_IMD_Decile2 -0.281769 0.088152 -3.196 0.001392 ** Home_IMD_Decile3 -0.250538 0.086653 -2.891 0.003837 ** Home_IMD_Decile4 -0.018246 0.087634 -0.208 0.835066 Home_IMD_Decile6 0.081977 0.089494 0.916 0.359666 Home_IMD_Decile7 0.084383 0.088315 0.955 0.339336 Home_IMD_Decile8 0.325132 0.091149 3.567 0.000361 *** Home_IMD_Decile9 0.146382 0.088736 1.650 0.099018 . Home_IMD_Decile10 0.308471 0.092383 3.339 0.000841 *** Age -0.013897 0.001199 -11.593 < 2e-16 *** dog_coded2 0.875846 0.051951 16.859 < 2e-16 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 16080 on 13870 degrees of freedom Residual deviance: 15465 on 13849 degrees of freedom AIC: 15509 Number of Fisher Scoring iterations: 4 Model Fit Statistics ---------------------------------------------------------------------------------- Log-Lik Intercept Only: -8040.022 Log-Lik Full Model: -7732.499 Deviance(13849): 15464.998 LR(21): 615.045 Prob > LR: 0.000 MCFadden's R2 0.038 McFadden's Adj R2: 0.036 ML (Cox-Snell) R2: 0.043 Cragg-Uhler(Nagelkerke) R2: 0.063 McKelvey & Zavoina's R2: 0.074 Efron's R2: 0.042 Count R2: 0.733 Adj Count R2: -0.001 BIC: 15674.824 AIC: 15508.998 ----------------------------------------------------------------------------------