### Mediator model Call: lm(formula = bili ~ trt + age + male + stage, data = data) Residuals: Min 1Q Median 3Q Max -4.1854 -2.5979 -1.2638 0.5727 24.2813 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -2.54577 1.76354 -1.444 0.150018 trt 0.60723 0.54646 1.111 0.267464 age 0.02419 0.02706 0.894 0.372025 male -0.61583 0.84467 -0.729 0.466584 stage 1.26164 0.32279 3.909 0.000117 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 4.472 on 271 degrees of freedom Multiple R-squared: 0.06893, Adjusted R-squared: 0.05518 F-statistic: 5.016 on 4 and 271 DF, p-value: 0.0006483 ### Outcome model Call: glm(formula = spiders ~ trt + bili + trt:bili + age + male + stage, family = poisson(link = "log"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -2.872069 0.714776 -4.018 5.87e-05 *** trt -0.140866 0.236246 -0.596 0.5510 bili 0.053733 0.042179 1.274 0.2027 age -0.008401 0.009348 -0.899 0.3688 male -0.930092 0.455616 -2.041 0.0412 * stage 0.661619 0.133304 4.963 6.93e-07 *** trt:bili -0.007025 0.023813 -0.295 0.7680 --- 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: 165.31 on 269 degrees of freedom AIC: 339.31 Number of Fisher Scoring iterations: 5 ### Mediation analysis est se Z p lower upper cde -0.18084137 0.25681081 -0.7041813 0.4813199 -0.68418132 0.32249857 pnde -0.18653375 0.24560138 -0.7594980 0.4475547 -0.66790360 0.29483610 tnie 0.02738003 0.02796929 0.9789320 0.3276136 -0.02743876 0.08219883 tnde -0.19267657 0.23431396 -0.8223009 0.4109057 -0.65192349 0.26657034 pnie 0.03352285 0.03300454 1.0157043 0.3097702 -0.03116486 0.09821056 te -0.15915372 0.24016903 -0.6626738 0.5075395 -0.62987637 0.31156892 pm -0.15655508 0.28115067 -0.5568369 0.5776388 -0.70760026 0.39449011 exp(est) exp(lower) exp(upper) cde 0.8345677 0.5045031 1.380573 pnde 0.8298306 0.5127824 1.342906 tnie 1.0277583 0.9729343 1.085672 tnde 0.8247487 0.5210426 1.305479 pnie 1.0340911 0.9693158 1.103195 te 0.8528652 0.5326577 1.365566 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: age male stage c_cond (covariate vector value) = 50 1 2 Note that effect estimates can vary over m_cde and c_cond values when interaction = TRUE. ### Re-evaluation at c_cond = cmean est se Z p lower upper cde -0.18084137 0.25681081 -0.7041813 0.4813199 -0.68418132 0.32249857 pnde -0.20210463 0.21952306 -0.9206533 0.3572315 -0.63236192 0.22815266 tnie 0.02738003 0.02796929 0.9789320 0.3276136 -0.02743876 0.08219883 tnde -0.20824745 0.21204972 -0.9820690 0.3260659 -0.62385727 0.20736237 pnie 0.03352285 0.03300454 1.0157043 0.3097702 -0.03116486 0.09821056 te -0.17472460 0.21602781 -0.8088060 0.4186267 -0.59813133 0.24868213 pm -0.14146685 0.23093505 -0.6125829 0.5401522 -0.59409123 0.31115752 exp(est) exp(lower) exp(upper) cde 0.8345677 0.5045031 1.380573 pnde 0.8170094 0.5313353 1.256277 tnie 1.0277583 0.9729343 1.085672 tnde 0.8120061 0.5358734 1.230428 pnie 1.0340911 0.9693158 1.103195 te 0.8396882 0.5498381 1.282334 pm NA NA NA