### 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 = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.1071 0.4392 -2.521 0.0117 * trt -0.1440 0.2760 -0.522 0.6018 bili 0.1189 0.0305 3.898 9.7e-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: 314.69 on 273 degrees of freedom AIC: 320.69 Number of Fisher Scoring iterations: 4 ### Mediation analysis est se Z p lower upper cde -0.17283628 0.33125281 -0.5217655 0.6018336 -0.82207986 0.4764073 pnde -0.17283628 0.33125281 -0.5217655 0.6018336 -0.82207986 0.4764073 tnie 0.09878523 0.08022805 1.2313054 0.2182087 -0.05845886 0.2560293 tnde -0.17283628 0.33125281 -0.5217655 0.6018336 -0.82207986 0.4764073 pnie 0.09878523 0.08022805 1.2313054 0.2182087 -0.05845886 0.2560293 te -0.07405105 0.33883772 -0.2185443 0.8270051 -0.73816077 0.5900587 pm -1.22379101 6.08061658 -0.2012610 0.8404945 -13.14158052 10.6939985 exp(est) exp(lower) exp(upper) cde 0.8412753 0.4395166 1.610279 pnde 0.8412753 0.4395166 1.610279 tnie 1.1038292 0.9432170 1.291791 tnde 0.8412753 0.4395166 1.610279 pnie 1.1038292 0.9432170 1.291791 te 0.9286243 0.4779922 1.804094 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: c_cond (covariate vector value) = Note that effect estimates do not vary over m_cde and c_cond values when interaction = FALSE.