### Mediator model Call: lm(formula = bili ~ trt, data = data) Residuals: Min 1Q Median 3Q Max -3.4000 -2.5000 -1.7000 0.4434 24.3000 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 2.2132 0.8784 2.520 0.0123 * trt 0.7434 0.5532 1.344 0.1801 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 4.594 on 274 degrees of freedom Multiple R-squared: 0.006548, Adjusted R-squared: 0.002923 F-statistic: 1.806 on 1 and 274 DF, p-value: 0.1801 ### Outcome model Call: glm(formula = spiders ~ trt + bili + trt:bili, family = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.65730 0.58884 -2.815 0.00488 ** trt 0.19162 0.36010 0.532 0.59463 bili 0.28496 0.12308 2.315 0.02060 * trt:bili -0.09806 0.06849 -1.432 0.15222 --- 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: 312.50 on 272 degrees of freedom AIC: 320.5 Number of Fisher Scoring iterations: 4 ### Mediation analysis est se Z p lower upper cde 0.06520766 0.36988637 0.1762911 0.8600653 -0.65975629 0.7901716 pnde -0.42043065 0.39981328 -1.0515675 0.2929980 -1.20405027 0.3631890 tnie 0.05300789 0.05852827 0.9056802 0.3651052 -0.06170541 0.1677212 tnde -0.52539913 0.44117457 -1.1909098 0.2336890 -1.39008539 0.3392871 pnie 0.15797638 0.12678619 1.2460062 0.2127621 -0.09051998 0.4064727 te -0.36742275 0.41493823 -0.8854878 0.3758936 -1.18068675 0.4458412 pm -0.11627593 0.23015081 -0.5052163 0.6134069 -0.56736323 0.3348114 exp(est) exp(lower) exp(upper) cde 1.0673807 0.5169773 2.203775 pnde 0.6567639 0.2999768 1.437908 tnie 1.0544380 0.9401598 1.182607 tnde 0.5913193 0.2490540 1.403946 pnie 1.1711385 0.9134561 1.501512 te 0.6925168 0.3070678 1.561803 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 can vary over m_cde and c_cond values when interaction = TRUE.