### Mediator model Call: glm(formula = bili_bin ~ trt, family = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.2256 0.4620 -0.488 0.625 trt -0.1108 0.2914 -0.380 0.704 (Dispersion parameter for binomial family taken to be 1) Null deviance: 264.30 on 195 degrees of freedom Residual deviance: 264.15 on 194 degrees of freedom AIC: 268.15 Number of Fisher Scoring iterations: 4 ### Outcome model Call: glm(formula = spiders ~ trt + bili_bin, family = poisson(link = "log"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.75416 0.33415 -5.250 1.52e-07 *** trt -0.01091 0.18155 -0.060 0.952 bili_bin 0.89055 0.21228 4.195 2.73e-05 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 (Dispersion parameter for poisson family taken to be 1) Null deviance: 198.14 on 275 degrees of freedom Residual deviance: 183.54 on 273 degrees of freedom AIC: 349.54 Number of Fisher Scoring iterations: 6 ### Mediation analysis est se Z p lower upper cde -0.01309265 0.21786138 -0.06009626 0.9520790 -0.4400931 0.4139078 pnde -0.01309265 0.21786138 -0.06009626 0.9520790 -0.4400931 0.4139078 tnie -0.02911581 0.07679704 -0.37912670 0.7045938 -0.1796352 0.1214036 tnde -0.01309265 0.21786138 -0.06009626 0.9520790 -0.4400931 0.4139078 pnie -0.02911581 0.07679704 -0.37912670 0.7045938 -0.1796352 0.1214036 te -0.04220846 0.23079016 -0.18288675 0.8548869 -0.4945489 0.4101319 pm 0.68528211 3.65715072 0.18738142 0.8513616 -6.4826016 7.8531658 exp(est) exp(lower) exp(upper) cde 0.9869927 0.6439765 1.512718 pnde 0.9869927 0.6439765 1.512718 tnie 0.9713040 0.8355749 1.129081 tnde 0.9869927 0.6439765 1.512718 pnie 0.9713040 0.8355749 1.129081 te 0.9586699 0.6098460 1.507017 pm NA NA NA Evaluated at: avar: trt a1 (intervened value of avar) = 2.3 a0 (reference value of avar) = 1.1 mvar: bili_bin m_cde (intervend value of mvar for cde) = 1.4 cvar: c_cond (covariate vector value) = Note that effect estimates do not vary over m_cde and c_cond values when interaction = FALSE.