### 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: survival::survreg(formula = Surv(time, status) ~ trt + bili + trt:bili + age + male + stage, data = data, dist = "weibull") Value Std. Error z p (Intercept) 9.97519 0.45912 21.73 < 2e-16 trt 0.15705 0.15386 1.02 0.307 bili -0.07941 0.03454 -2.30 0.021 age -0.00564 0.00634 -0.89 0.374 male -0.34136 0.16281 -2.10 0.036 stage -0.45524 0.08900 -5.12 3.1e-07 trt:bili -0.00866 0.01931 -0.45 0.654 Log(scale) -0.40002 0.07290 -5.49 4.1e-08 Scale= 0.67 Weibull distribution Loglik(model)= -1144.2 Loglik(intercept only)= -1203.8 Chisq= 119.08 on 6 degrees of freedom, p= 2.5e-23 Number of Newton-Raphson Iterations: 6 n= 276 ### Mediation analysis est se Z p lower upper cde 0.17391646 0.16646529 1.0447612 0.2961334 -0.1523495 0.50018243 pnde 0.19515050 0.19458469 1.0029078 0.3159054 -0.1862285 0.57652949 tnie -0.07237770 0.06598648 -1.0968566 0.2727041 -0.2017088 0.05695342 tnde 0.18757866 0.18386189 1.0202150 0.3076265 -0.1727840 0.54794134 pnie -0.06480587 0.05936083 -1.0917277 0.2749528 -0.1811510 0.05153923 te 0.12277279 0.19904265 0.6168165 0.5373558 -0.2673436 0.51288922 pm -0.64968243 1.28051585 -0.5073599 0.6119023 -3.1594474 1.86008252 exp(est) exp(lower) exp(upper) cde 1.1899562 0.8586881 1.649022 pnde 1.2154939 0.8300839 1.779851 tnie 0.9301795 0.8173329 1.058607 tnde 1.2063251 0.8413193 1.729689 pnie 0.9372494 0.8343094 1.052890 te 1.1306275 0.7654100 1.670110 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 0.17391646 0.16646529 1.0447612 0.2961334 -0.1523495 0.50018243 pnde 0.17595734 0.16898757 1.0412443 0.2977622 -0.1552522 0.50716689 tnie -0.07237770 0.06598648 -1.0968566 0.2727041 -0.2017088 0.05695342 tnde 0.16838550 0.16104372 1.0455887 0.2957510 -0.1472544 0.48402541 pnie -0.06480587 0.05936083 -1.0917277 0.2749528 -0.1811510 0.05153923 te 0.10357964 0.17583167 0.5890841 0.5558049 -0.2410441 0.44820337 pm -0.76285103 1.59473315 -0.4783565 0.6323965 -3.8884706 2.36276851 exp(est) exp(lower) exp(upper) cde 1.1899562 0.8586881 1.649022 pnde 1.1923872 0.8561992 1.660580 tnie 0.9301795 0.8173329 1.058607 tnde 1.1833927 0.8630744 1.622593 pnie 0.9372494 0.8343094 1.052890 te 1.1091341 0.7858070 1.565497 pm NA NA NA