### 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 + trt:bili_bin, family = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.45492 0.71027 -2.048 0.0405 * trt -0.08552 0.44824 -0.191 0.8487 bili_bin 1.07293 0.89928 1.193 0.2328 trt:bili_bin 0.11084 0.56832 0.195 0.8454 --- 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: 311.83 on 272 degrees of freedom AIC: 319.83 Number of Fisher Scoring iterations: 4 ### Mediation analysis est se Z p lower upper cde 0.083584561 0.6251564 0.13370183 0.8936384 -1.1416995 1.3088687 pnde -0.007697067 0.3372698 -0.02282169 0.9817925 -0.6687337 0.6533396 tnie -0.041995693 0.1115443 -0.37649352 0.7065500 -0.2606184 0.1766270 tnde -0.011410778 0.3341852 -0.03414507 0.9727615 -0.6664018 0.6435802 pnie -0.038281981 0.1012869 -0.37795576 0.7054635 -0.2368007 0.1602368 te -0.049692759 0.3517444 -0.14127520 0.8876525 -0.7390991 0.6397136 pm 0.841835955 5.8783246 0.14321019 0.8861242 -10.6794686 12.3631405 exp(est) exp(lower) exp(upper) cde 1.0871771 0.3192759 3.701983 pnde 0.9923325 0.5123569 1.921949 tnie 0.9588739 0.7705749 1.193186 tnde 0.9886541 0.5135531 1.903283 pnie 0.9624415 0.7891485 1.173789 te 0.9515217 0.4775439 1.895938 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 can vary over m_cde and c_cond values when interaction = TRUE.