### Mediator model Call: lm(formula = bili ~ trt + age + male + stage, data = data) Residuals: Min 1Q Median 3Q Max -2.963 -1.808 -1.136 0.187 25.096 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.736248 1.705548 -0.432 0.6665 trt 0.568502 0.537608 1.057 0.2916 age 0.006127 0.026304 0.233 0.8161 male 0.337307 0.753642 0.448 0.6550 stage 0.727713 0.312232 2.331 0.0208 * --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 3.704 on 191 degrees of freedom Multiple R-squared: 0.04002, Adjusted R-squared: 0.01992 F-statistic: 1.991 on 4 and 191 DF, p-value: 0.09755 ### Outcome model Call: glm(formula = spiders ~ trt + bili + age + male + stage, family = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -3.11819 1.02868 -3.031 0.00244 ** trt -0.30988 0.29758 -1.041 0.29772 bili 0.08697 0.03048 2.854 0.00432 ** age -0.01183 0.01484 -0.797 0.42534 male -1.31047 0.58548 -2.238 0.02520 * stage 0.96743 0.21049 4.596 4.31e-06 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 332.32 on 275 degrees of freedom Residual deviance: 283.58 on 270 degrees of freedom AIC: 295.58 Number of Fisher Scoring iterations: 4 ### Mediation analysis est se Z p lower upper cde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 pnde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 tnie 0.05932853 0.05983271 0.9915736 0.3214056 -0.05794142 0.1765985 tnde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 pnie 0.05932853 0.05983271 0.9915736 0.3214056 -0.05794142 0.1765985 te -0.31252748 0.35995643 -0.8682370 0.3852646 -1.01802912 0.3929742 pm -0.15700937 0.27644332 -0.5679623 0.5700606 -0.69882831 0.3848096 exp(est) exp(lower) exp(upper) cde 0.6894535 0.3424087 1.388242 pnde 0.6894535 0.3424087 1.388242 tnie 1.0611238 0.9437052 1.193152 tnde 0.6894535 0.3424087 1.388242 pnie 1.0611238 0.9437052 1.193152 te 0.7315955 0.3613063 1.481380 pm NA NA NA Evaluated at: avar: trt a1 (intervened value of avar) = 2.3 a0 (reference value of avar) = 1.1 mvar: bili m_cde (intervend value of mvar for cde) = 1.4 cvar: age male stage c_cond (covariate vector value) = 50 1 2 Note that effect estimates do not vary over m_cde and c_cond values when interaction = FALSE. ### Re-evaluation at c_cond = cmean est se Z p lower upper cde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 pnde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 tnie 0.05932853 0.05983271 0.9915736 0.3214056 -0.05794142 0.1765985 tnde -0.37185601 0.35709551 -1.0413349 0.2977202 -1.07175036 0.3280383 pnie 0.05932853 0.05983271 0.9915736 0.3214056 -0.05794142 0.1765985 te -0.31252748 0.35995643 -0.8682370 0.3852646 -1.01802912 0.3929742 pm -0.15700937 0.27644332 -0.5679623 0.5700606 -0.69882831 0.3848096 exp(est) exp(lower) exp(upper) cde 0.6894535 0.3424087 1.388242 pnde 0.6894535 0.3424087 1.388242 tnie 1.0611238 0.9437052 1.193152 tnde 0.6894535 0.3424087 1.388242 pnie 1.0611238 0.9437052 1.193152 te 0.7315955 0.3613063 1.481380 pm NA NA NA