MDgof: Various Methods for the Goodness-of-Fit Problem in D>1 Dimensions

Provides multivariate goodness-of-fit testing with a common interface for several test statistics. Null models may be simple or include parameter estimation, with p-values obtained by parametric bootstrap simulation. The function gof_test_adjusted_pvalue() combines several tests and computes a p-value adjusted for simultaneous inference. The function gof_power() estimates test power. The functions hybrid_test() and hybrid_power() use Monte Carlo samples under the null together with two-sample procedures. The function run.studies() supports systematic power comparisons of user-supplied and included methods across case studies. See the included vignettes for method details and references.

Version:	1.2.0
Depends:	R (≥ 3.5)
Imports:	Rcpp, parallel, stats, microbenchmark, spatstat.geom, spatstat.explore, FNN, copula, mvtnorm, ggplot2, MD2sample (≥ 1.4.0)
LinkingTo:	Rcpp
Suggests:	rmarkdown, knitr, testthat (≥ 3.0.0)
Published:	2026-09-18
DOI:	10.32614/CRAN.package.MDgof
Author:	Wolfgang Rolke [aut, cre]
Maintainer:	Wolfgang Rolke <wolfgang.rolke at upr.edu>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	yes
Materials:	NEWS
CRAN checks:	MDgof results

Documentation:

Reference manual:	MDgof.html , MDgof.pdf
Vignettes:	MDgof-Case-Studies (source, R code) MDgof-Examples (source, R code) MDgof-Methods (source, R code) MDgof-hybrid (source, R code)

Downloads:

Package source:	MDgof_1.2.0.tar.gz
Windows binaries:	r-devel: MDgof_1.1.0.zip, r-release: MDgof_1.1.0.zip, r-oldrel: MDgof_1.1.0.zip
macOS binaries:	r-release (arm64): MDgof_1.1.0.tgz, r-oldrel (arm64): MDgof_1.2.0.tgz, r-release (x86_64): MDgof_1.2.0.tgz, r-oldrel (x86_64): MDgof_1.2.0.tgz
Old sources:	MDgof archive

Linking:

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