### 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 + 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 -0.23261952 0.34978799 -0.6650300 0.5060313 -0.91819139 0.4529523 tnie 0.04937966 0.05541114 0.8911504 0.3728485 -0.05922417 0.1579835 tnde -0.33040322 0.36894991 -0.8955232 0.3705075 -1.05353176 0.3927253 pnie 0.14716335 0.12172713 1.2089610 0.2266778 -0.09141744 0.3857441 te -0.18323986 0.35567447 -0.5151898 0.6064204 -0.88034901 0.5138693 pm -0.23958087 0.61377575 -0.3903394 0.6962856 -1.44255923 0.9633975 exp(est) exp(lower) exp(upper) cde 1.0673807 0.5169773 2.203775 pnde 0.7924550 0.3992405 1.572949 tnie 1.0506192 0.9424955 1.171147 tnde 0.7186339 0.3487040 1.481012 pnie 1.1585432 0.9126367 1.470708 te 0.8325684 0.4146382 1.671747 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.