% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/BayesPocket-package.R
\docType{package}
\name{BayesPocket}
\alias{BayesPocket-package}
\alias{BayesPocket}
\title{The 'BayesPocket' package.}
\value{
This is the summary page. No return value.
}
\description{
Implements a Bayesian double-censored model for causal inference in longitudinal studies of periodontal disease progression. The package provides tools for estimating causal effects of treatments on disease outcomes, accounting for time-varying confounders and left- and right-censored outcomes. It uses a Tobit regression model with extended Bayesian additive regression trees (XBART) for flexible modeling of complex relationships. The methodology is designed for observational dental data where treatments are assigned adaptively over time. Includes functions for model fitting and posterior inference of causal estimands.
}
\author{
\strong{Maintainer}: Qingyang Liu \email{rh8liuqy@gmail.com} (\href{https://orcid.org/0000-0003-3265-6330}{ORCID})

Authors:
\itemize{
  \item Debdeep Pati \email{dpati2@wisc.edu}
  \item Yang Ni \email{yang.ni@austin.utexas.edu}
  \item Dipankar Bandyopadhyay \email{dbandyop@vcu.edu}
}

}
