% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/MIRDD-package.R
\docType{package}
\name{MIRDD-package}
\alias{MIRDD}
\alias{MIRDD-package}
\title{MIRDD: Diagnostic Tool by Multiple Imputation for Regression Discontinuity Designs}
\description{
This package implements the method proposed in Takahashi (2023), which provides
a novel framework for the regression discontinuity design (RDD) by reinterpreting
the estimation of treatment effects as a missing data problem. While standard RDD
relies on observations near the cutoff, MIRDD utilizes multiple imputation to
account for missing potential outcomes, offering a diagnostic tool to assess
the validity and robustness of RDD estimates.
}
\details{
The main function in this package is \code{\link{MIdiagRDD}}.
}
\references{
Takahashi, M. 2023. Multiple imputation regression discontinuity designs:
Alternative to regression discontinuity designs to estimate the local average
treatment effect at the cutoff. Communications in Statistics - Simulation and
Computation 52 (9): 4293-4312. \doi{10.1080/03610918.2021.1960374}

Takahashi, M. 2026. MIRDD: An R package for multiple imputation regression
discontinuity design. SoftwareX 34(102707): 1-6. \doi{10.1016/j.softx.2026.102707}
}
\author{
\strong{Maintainer}: Masayoshi Takahashi \email{mtakahashi615@g.chuo-u.ac.jp} (\href{https://orcid.org/0000-0002-2616-0614}{ORCID})

}
