### Mediator model Call: lm(formula = bili ~ trt, data = data) Residuals: Min 1Q Median 3Q Max -2.6050 -1.8125 -1.2587 0.0875 25.0950 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 1.5200 0.8489 1.791 0.0749 . trt 0.6925 0.5336 1.298 0.1959 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 3.735 on 194 degrees of freedom Multiple R-squared: 0.008607, Adjusted R-squared: 0.003496 F-statistic: 1.684 on 1 and 194 DF, p-value: 0.1959 ### Outcome model Call: glm(formula = spiders ~ trt + bili, family = poisson(link = "log"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.31796 0.28845 -4.569 4.90e-06 *** trt -0.11479 0.18729 -0.613 0.54 bili 0.06061 0.01253 4.836 1.33e-06 *** --- 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: 187.85 on 273 degrees of freedom AIC: 353.85 Number of Fisher Scoring iterations: 5 ### Mediation analysis est se Z p lower upper exp(est) cde -0.13775153 0.2247503 -0.6129092 0.5399364 -0.57825405 0.3027510 0.8713152 pnde -0.13775153 0.2247503 -0.6129092 0.5399364 -0.57825405 0.3027510 0.8713152 tnie 0.05036496 0.0401825 1.2534053 0.2100582 -0.02839129 0.1291212 1.0516548 tnde -0.13775153 0.2247503 -0.6129092 0.5399364 -0.57825405 0.3027510 0.8713152 pnie 0.05036496 0.0401825 1.2534053 0.2100582 -0.02839129 0.1291212 1.0516548 te -0.08738658 0.2263094 -0.3861377 0.6993947 -0.53094484 0.3561717 0.9163228 pm -0.53787218 1.5640889 -0.3438885 0.7309301 -3.60343003 2.5276857 NA exp(lower) exp(upper) cde 0.5608768 1.353577 pnde 0.5608768 1.353577 tnie 0.9720080 1.137828 tnde 0.5608768 1.353577 pnie 0.9720080 1.137828 te 0.5880491 1.427853 pm 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: c_cond (covariate vector value) = Note that effect estimates do not vary over m_cde and c_cond values when interaction = FALSE.