Leveraging Monte Carlo simulations, this package provides tools for diagnosing regression models. It implements a parametric bootstrap framework to compute statistics, generates diagnostic envelopes to assess goodness-of-fit, and evaluates type I error control for Wald tests. By simulating data under the assumption that the model is true, it helps to identify model mis-specifications and enhances the reliability of the model inferences.
Version: 0.3.1 Imports: cli Suggests: glmmTMB, lme4, MASS, Matrix, rlang, sandwich, survival, testthat (≥ 3.0.0), vctrs, withr Published: 2025-03-27 DOI: 10.32614/CRAN.package.asympDiag Author: Ãlvaro Kothe [aut, cre, cph], Alexandre Patriota [aut] Maintainer: Ãlvaro Kothe <kothe65 at gmail.com> BugReports: https://github.com/Alvaro-Kothe/asympDiag/issues License: MIT + file LICENSE URL: https://github.com/Alvaro-Kothe/asympDiag NeedsCompilation: no Materials: README CRAN checks: asympDiag results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=asympDiag to link to this page.
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