### Mediator model Call: lm(formula = bili ~ trt + age + male + stage, data = data) Residuals: Min 1Q Median 3Q Max -2.963 -1.808 -1.136 0.187 25.096 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.736248 1.705548 -0.432 0.6665 trt 0.568502 0.537608 1.057 0.2916 age 0.006127 0.026304 0.233 0.8161 male 0.337307 0.753642 0.448 0.6550 stage 0.727713 0.312232 2.331 0.0208 * --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 3.704 on 191 degrees of freedom Multiple R-squared: 0.04002, Adjusted R-squared: 0.01992 F-statistic: 1.991 on 4 and 191 DF, p-value: 0.09755 ### Outcome model Call: glm(formula = spiders ~ trt + bili + trt:bili + age + male + stage, family = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -3.26554 1.05861 -3.085 0.00204 ** trt -0.16094 0.38343 -0.420 0.67468 bili 0.15965 0.12465 1.281 0.20026 age -0.01226 0.01488 -0.824 0.40986 male -1.30553 0.58575 -2.229 0.02583 * stage 0.94331 0.21367 4.415 1.01e-05 *** trt:bili -0.04212 0.06929 -0.608 0.54323 --- 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: 283.20 on 269 degrees of freedom AIC: 297.2 Number of Fisher Scoring iterations: 4 ### Mediation analysis est se Z p lower upper cde -0.26389664 0.39750396 -0.6638843 0.5067644 -1.04299008 0.5151968 pnde -0.35467044 0.36397412 -0.9744386 0.3298388 -1.06804660 0.3587057 tnie 0.04281837 0.05258023 0.8143436 0.4154481 -0.06023698 0.1458737 tnde -0.38915459 0.36590304 -1.0635457 0.2875346 -1.10631137 0.3280022 pnie 0.07730252 0.08188529 0.9440343 0.3451521 -0.08318969 0.2377947 te -0.31185207 0.36346940 -0.8579871 0.3908996 -1.02423900 0.4005349 pm -0.11453563 0.21395991 -0.5353135 0.5924331 -0.53388934 0.3048181 exp(est) exp(lower) exp(upper) cde 0.7680529 0.3523994 1.673968 pnde 0.7014046 0.3436792 1.431475 tnie 1.0437483 0.9415414 1.157050 tnde 0.6776295 0.3307768 1.388192 pnie 1.0803689 0.9201766 1.268449 te 0.7320898 0.3590696 1.492623 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 -0.26389664 0.39750396 -0.6638843 0.5067644 -1.04299008 0.5151968 pnde -0.37790923 0.36214679 -1.0435250 0.2967052 -1.08770389 0.3318854 tnie 0.04281837 0.05258023 0.8143436 0.4154481 -0.06023698 0.1458737 tnde -0.41239338 0.36962991 -1.1156927 0.2645537 -1.13685468 0.3120679 pnie 0.07730252 0.08188529 0.9440343 0.3451521 -0.08318969 0.2377947 te -0.33509085 0.36486382 -0.9183998 0.3584096 -1.05021081 0.3800291 pm -0.10529527 0.19606320 -0.5370476 0.5912347 -0.48957208 0.2789815 exp(est) exp(lower) exp(upper) cde 0.7680529 0.3523994 1.673968 pnde 0.6852927 0.3369894 1.393593 tnie 1.0437483 0.9415414 1.157050 tnde 0.6620638 0.3208265 1.366247 pnie 1.0803689 0.9201766 1.268449 te 0.7152731 0.3498640 1.462327 pm NA NA NA