% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/ild_diagnostics_utilities.R
\name{ild_diagnostics_utilities}
\alias{ild_diagnostics_utilities}
\title{Standalone diagnostics utilities and bundle section providers}
\description{
These functions are **standalone utilities** you can run on prepared ILD data at any time
(typically before or alongside modeling). The same logic also **feeds**
\code{\link{ild_diagnostics_bundle}} sections when you call \code{\link{ild_diagnose}} on a
fitted model, so the package presents one coherent diagnostics story: a top-level façade
(\code{ild_diagnose}) plus reusable building blocks below.
}
\section{Relationship to \code{\link{ild_diagnose}}}{

\describe{
  \item{\code{\link{ild_design_check}}}{Populates the bundle \strong{design} slot (embedded as
    \code{design$ild_design_check}) and contributes WP/BP and design-time missingness views.}
  \item{\code{\link{ild_missing_pattern}}}{Drives \strong{data} (\code{data$missing_pattern},
    global columns) and \strong{missingness} (variable-specific summaries when model predictors
    are known).}
  \item{\code{\link{ild_missing_model}}}{Not called automatically by \code{ild_diagnose}.
    Use when you fit a missingness model for IPW or interpretation; it is the usual
    prerequisite for \code{\link{ild_ipw_weights}}.}
  \item{\code{\link{ild_ipw_weights}}}{Adds \code{.ipw} (and related steps in the IPW workflow).
    When those columns are present on the ILD data attached to the fit, \code{ild_diagnose}
    fills the bundle \strong{causal} slot with weight summaries.}
  \item{\code{\link{ild_iptw_weights}}, \code{\link{ild_iptw_msm_weights}}, \code{\link{ild_ipcw_weights}}, \code{\link{ild_joint_msm_weights}}}{MSM-style
    inverse-probability weights for \strong{treatment} (pooled or sequential \eqn{A_t}) and \strong{monotone censoring}, combined into \code{.ipw}.
    Distinct from outcome missingness IPW above.}
  \item{\code{\link{ild_msm_bootstrap}}, \code{\link{tidy_ild_msm_bootstrap}}}{Person-level bootstrap for weighted \code{lmer} after \code{\link{ild_ipw_refit}}; see \code{\link{ild_msm_inference}}.}
  \item{\code{\link{ild_msm_balance}}, \code{\link{ild_ipw_ess}}, \code{\link{ild_msm_overlap_plot}}}{Weighted covariate balance (SMD), effective sample size, and propensity overlap plots for MSM / IPW workflows.}
  \item{\code{\link{ild_msm_estimand}}, \code{\link{ild_msm_fit}}, \code{\link{ild_msm_diagnose}}, \code{\link{ild_msm_contrast_over_time}}, \code{\link{ild_msm_history_spec}}, \code{\link{ild_build_msm_history}}, \code{\link{ild_msm_recovery}}}{Estimand-first MSM workflow, one-call diagnostics bridge, time-indexed contrasts, history construction, and simulation-based recovery checks.}
}
}

\seealso{
\code{\link{ild_diagnose}}, \code{\link{ild_diagnostics_bundle}}, \code{\link{ild_diagnostics}}
}
