### Mediator model Call: glm(formula = bili_bin ~ trt, family = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 0.08577 0.38245 0.224 0.823 trt -0.08577 0.24091 -0.356 0.722 (Dispersion parameter for binomial family taken to be 1) Null deviance: 382.49 on 275 degrees of freedom Residual deviance: 382.36 on 274 degrees of freedom AIC: 386.36 Number of Fisher Scoring iterations: 3 ### Outcome model Call: glm(formula = spiders ~ trt + bili_bin, family = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.55900 0.47386 -3.290 0.001 ** trt -0.01657 0.27560 -0.060 0.952 bili_bin 1.23969 0.28418 4.362 1.29e-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: 311.86 on 273 degrees of freedom AIC: 317.86 Number of Fisher Scoring iterations: 4 ### Mediation analysis est se Z p lower upper cde -0.01988166 0.33071517 -0.06011718 0.9520623 -0.6680715 0.6283082 pnde -0.01988166 0.33071517 -0.06011718 0.9520623 -0.6680715 0.6283082 tnie -0.02880160 0.08138271 -0.35390312 0.7234115 -0.1883088 0.1307056 tnde -0.01988166 0.33071517 -0.06011718 0.9520623 -0.6680715 0.6283082 pnie -0.02880160 0.08138271 -0.35390312 0.7234115 -0.1883088 0.1307056 te -0.04868326 0.34048521 -0.14298201 0.8863044 -0.7160220 0.6186555 pm 0.58572232 4.13301922 0.14171778 0.8873029 -7.5148465 8.6862911 exp(est) exp(lower) exp(upper) cde 0.9803147 0.5126964 1.874437 pnde 0.9803147 0.5126964 1.874437 tnie 0.9716092 0.8283589 1.139632 tnde 0.9803147 0.5126964 1.874437 pnie 0.9716092 0.8283589 1.139632 te 0.9524828 0.4886924 1.856430 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 do not vary over m_cde and c_cond values when interaction = FALSE.