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_1.2.0.zip |
| macOS binaries: | r-release (arm64): MDgof_1.2.0.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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