Fitting Bayesian Marginal Structural Models for Longitudinal Observational Data

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Documentation for package ‘bayesmsm’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

bayesmsm	Bayesian Marginal Structural Model Bootstrap Estimation
bayesweight	Bayesian Treatment Effect Weight Estimation Using JAGS
bayesweight_cen	Bayesian Treatment Effect Weight Estimation for Censored Data
calculate_effect	This function to calculate the causal effect of an intervention given the parameter estimates and intervention levels
plot_APO	Plot Average Potential Outcomes (APO)
plot_ATE	Plot Average Treatment Effect Density from bayesmsm output
plot_est_box	Error bar plots for causal treatment effects
simData	Generate synthetic longitudinal data with optional right-censoring
summary_bayesmsm	Summary function to generate result table from bayesmsm