% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/HTDV-package.R
\docType{package}
\name{HTDV-package}
\alias{HTDV-package}
\alias{HTDV}
\title{HTDV: Hypothesis Testing for Dependent Variables with Unbalanced Data}
\description{
Implements hierarchical Bayesian inference, robust frequentist inference,
and distribution-free inference for dependent and unbalanced data under
strong-mixing conditions.
}
\section{Main functions}{

\itemize{
  \item \code{\link{htdv_fit}}: unified hierarchical Bayesian fit via HMC.
  \item \code{\link{htdv_tac}}, \code{\link{htdv_wsc}}, \code{\link{htdv_mpc}}:
        convergence-regime-specific fits.
  \item \code{\link{htdv_whittle}}, \code{\link{htdv_composite}}:
        likelihood surrogates for dependent data.
  \item \code{\link{htdv_envelope}}: Berger-robust posterior envelope.
  \item \code{\link{htdv_lrv}}: long-run variance with Newey-West and
        Andrews bandwidth.
  \item \code{\link{htdv_fixedb}}: fixed-bandwidth HAR inference
        (Kiefer-Vogelsang 2005).
  \item \code{\link{htdv_boot}}: block bootstrap with Patton-Politis-White
        automatic block length.
  \item \code{\link{htdv_conformal}}: adaptive conformal inference
        (Gibbs-Candes 2021).
  \item \code{\link{htdv_rope}}: posterior decision under Region of
        Practical Equivalence (Kruschke 2018).
  \item \code{\link{htdv_bf}}: bridge-sampling Bayes factor.
  \item \code{\link{htdv_waic_lfo}}: WAIC and leave-future-out
        cross-validation.
  \item \code{\link{htdv_stack}}: predictive stacking across models.
  \item \code{\link{htdv_diagnostics}}, \code{\link{htdv_ppc}}:
        MCMC diagnostics and posterior-predictive checks.
  \item \code{\link{htdv_equivalence_constants}}: explicit numerical
        constants for TAC/WSC/MPC metric equivalence.
}
}

\seealso{
Useful links:
\itemize{
  \item \url{https://github.com/IsadoreNabi/HTDV}
  \item Report bugs at \url{https://github.com/IsadoreNabi/HTDV/issues}
}

}
\author{
\strong{Maintainer}: Jose Mauricio Gomez Julian \email{isadorenabi@pm.me} (\href{https://orcid.org/0009-0000-2412-3150}{ORCID})

}
\keyword{internal}
