### Mediator model Call: glm(formula = bili_bin ~ trt + age + male + stage, family = binomial(link = "logit"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.53024 0.85116 -1.798 0.07220 . trt -0.17117 0.25982 -0.659 0.51003 age -0.01386 0.01299 -1.067 0.28610 male 1.33046 0.43911 3.030 0.00245 ** stage 0.74640 0.16356 4.563 5.03e-06 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 382.49 on 275 degrees of freedom Residual deviance: 349.60 on 271 degrees of freedom AIC: 359.6 Number of Fisher Scoring iterations: 4 ### Outcome model Call: glm(formula = platelet ~ trt + bili_bin + trt:bili_bin + age + male + stage, family = poisson(link = "log"), data = data) Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 5.8506864 0.0264742 220.996 < 2e-16 *** trt 0.0962003 0.0102096 9.423 < 2e-16 *** bili_bin 0.1475711 0.0240611 6.133 8.61e-10 *** age -0.0034731 0.0003757 -9.245 < 2e-16 *** male -0.0525958 0.0123636 -4.254 2.10e-05 *** stage -0.0699231 0.0045909 -15.231 < 2e-16 *** trt:bili_bin -0.1561189 0.0149868 -10.417 < 2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 (Dispersion parameter for poisson family taken to be 1) Null deviance: 9286.7 on 275 degrees of freedom Residual deviance: 8439.8 on 269 degrees of freedom AIC: 10478 Number of Fisher Scoring iterations: 4 ### Mediation analysis est se Z p lower upper cde -0.146839350 0.019242344 -7.6310530 2.331468e-14 -0.184553652 -0.109125048 pnde 0.008114561 0.022190892 0.3656708 7.146107e-01 -0.035378787 0.051607909 tnie 0.010730585 0.016365306 0.6556911 5.120229e-01 -0.021344826 0.042805996 tnde 0.017632486 0.024678030 0.7145014 4.749172e-01 -0.030735564 0.066000535 pnie 0.001212661 0.001921226 0.6311910 5.279156e-01 -0.002552873 0.004978195 te 0.018845146 0.025617514 0.7356352 4.619527e-01 -0.031364258 0.069054551 pm 0.571717664 0.810807861 0.7051210 4.807349e-01 -1.017436542 2.160871870 exp(est) exp(lower) exp(upper) cde 0.8634327 0.8314753 0.8966183 pnde 1.0081476 0.9652397 1.0529628 tnie 1.0107884 0.9788814 1.0437354 tnde 1.0177889 0.9697320 1.0682273 pnie 1.0012134 0.9974504 1.0049906 te 1.0190238 0.9691225 1.0714947 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: 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 -0.146839350 0.019242344 -7.6310530 2.331468e-14 -0.184553652 -0.10912505 pnde 0.026155062 0.011957287 2.1873743 2.871521e-02 0.002719210 0.04959091 tnie 0.010750006 0.016257480 0.6612344 5.084620e-01 -0.021114069 0.04261408 tnde 0.035668100 0.014332845 2.4885568 1.282628e-02 0.007576239 0.06375996 pnie 0.001236968 0.001941715 0.6370490 5.240929e-01 -0.002568724 0.00504266 te 0.036905068 0.015605987 2.3648019 1.803972e-02 0.006317896 0.06749224 pm 0.295107084 0.365857208 0.8066182 4.198865e-01 -0.421959868 1.01217404 exp(est) exp(lower) exp(upper) cde 0.8634327 0.8314753 0.8966183 pnde 1.0265001 1.0027229 1.0508411 tnie 1.0108080 0.9791073 1.0435351 tnde 1.0363118 1.0076050 1.0658365 pnie 1.0012377 0.9974346 1.0050554 te 1.0375945 1.0063379 1.0698220 pm NA NA NA