### Mediator model Call: glm(formula = bili_bin ~ trt, family = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.2256 0.4620 -0.488 0.625 trt -0.1108 0.2914 -0.380 0.704 (Dispersion parameter for binomial family taken to be 1) Null deviance: 264.30 on 195 degrees of freedom Residual deviance: 264.15 on 194 degrees of freedom AIC: 268.15 Number of Fisher Scoring iterations: 4 ### Outcome model Call: glm(formula = spiders ~ trt + bili_bin + trt:bili_bin, family = poisson(link = "log"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.66365 0.58664 -2.836 0.00457 ** trt -0.07095 0.37184 -0.191 0.84867 bili_bin 0.76153 0.67005 1.137 0.25574 trt:bili_bin 0.08577 0.42433 0.202 0.83982 --- 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: 183.51 on 272 degrees of freedom AIC: 351.51 Number of Fisher Scoring iterations: 6 ### Mediation analysis est se Z p lower upper cde 0.05894618 0.38707150 0.15228757 0.8789601 -0.6997000 0.8175924 pnde -0.01964641 0.22465131 -0.08745292 0.9303115 -0.4599549 0.4206621 tnie -0.03124259 0.08305389 -0.37617250 0.7067887 -0.1940252 0.1315400 tnde -0.02286713 0.22979725 -0.09951003 0.9207333 -0.4732615 0.4275272 pnie -0.02802187 0.07411801 -0.37807101 0.7053778 -0.1732905 0.1172468 te -0.05088900 0.24128901 -0.21090477 0.8329616 -0.5238068 0.4220288 pm 0.60789381 2.80827079 0.21646552 0.8286249 -4.8962158 6.1120034 exp(est) exp(lower) exp(upper) cde 1.0607181 0.4967343 2.265040 pnde 0.9805453 0.6313121 1.522970 tnie 0.9692404 0.8236371 1.140584 tnde 0.9773923 0.6229672 1.533461 pnie 0.9723671 0.8408933 1.124397 te 0.9503842 0.5922616 1.525052 pm NA NA NA Evaluated at: avar: trt a1 (intervened value of avar) = 2.3 a0 (reference value of avar) = 1.1 mvar: bili_bin 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.