### 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 = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.55900 0.47386 -3.290 0.001 ** trt -0.01657 0.27560 -0.060 0.952 bili_bin 1.23969 0.28418 4.362 1.29e-05 *** --- 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: 311.86 on 273 degrees of freedom AIC: 317.86 Number of Fisher Scoring iterations: 4 ### Mediation analysis est se Z p lower upper exp(est) cde -0.01988166 0.3307152 -0.06011718 0.9520623 -0.6680715 0.6283082 0.9803147 pnde -0.01988166 0.3307152 -0.06011718 0.9520623 -0.6680715 0.6283082 0.9803147 tnie -0.03955566 0.1044293 -0.37877925 0.7048518 -0.2442334 0.1651221 0.9612165 tnde -0.01988166 0.3307152 -0.06011718 0.9520623 -0.6680715 0.6283082 0.9803147 pnie -0.03955566 0.1044293 -0.37877925 0.7048518 -0.2442334 0.1651221 0.9612165 te -0.05943733 0.3466675 -0.17145342 0.8638673 -0.7388931 0.6200185 0.9422946 pm 0.65886514 3.8213951 0.17241482 0.8631114 -6.8309316 8.1486619 NA exp(lower) exp(upper) cde 0.5126964 1.874437 pnde 0.5126964 1.874437 tnie 0.7833048 1.179537 tnde 0.5126964 1.874437 pnie 0.7833048 1.179537 te 0.4776423 1.858962 pm 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.