Package: MVN 6.3

MVN: Multivariate Normality Tests

A comprehensive suite for assessing multivariate normality using six statistical tests (Mardia, Henze–Zirkler, Henze–Wagner, Royston, Doornik–Hansen, Energy). Also includes univariate diagnostics, bivariate density visualization, robust outlier detection, power transformations (e.g., Box–Cox, Yeo–Johnson), and imputation strategies ("mean", "median", "mice") for handling missing data. Bootstrap resampling is supported for selected tests to improve p-value accuracy in small samples. Diagnostic plots are available via both 'ggplot2' and interactive 'plotly' visualizations. See Korkmaz et al. (2014) <https://journal.r-project.org/articles/RJ-2014-031/RJ-2014-031.pdf>.

Authors:Selcuk Korkmaz [aut, cre], Dincer Goksuluk [aut], Gokmen Zararsiz [aut]

MVN_6.3.tar.gz
MVN_6.3.zip(r-4.7)MVN_6.3.zip(r-4.6)MVN_6.3.zip(r-4.5)
MVN_6.3.tgz(r-4.6-any)MVN_6.3.tgz(r-4.5-any)
MVN_6.3.tar.gz(r-4.7-any)MVN_6.3.tar.gz(r-4.6-any)
MVN_6.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
MVN/json (API)

# Install 'MVN' in R:
install.packages('MVN', repos = c('https://selcukorkmaz.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/selcukorkmaz/mvn/issues

On CRAN:

Conda:

9.16 score 4 stars 5 packages 1.5k scripts 8.2k downloads 75 mentions 16 exports 132 dependencies

Last updated from:16d795e712. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK203
source / vignettesOK251
linux-release-x86_64OK204
macos-release-arm64OK99
macos-oldrel-arm64OK123
windows-develOK129
windows-releaseOK135
windows-oldrelOK129
wasm-releaseOK156

Exports:arw_adjustmentdescriptivesdoornik_hansenenergyhwhzimpute_missingmardiamultivariate_diagnostic_plotmv_outliermvnpower_transformroystonrun_mvn_apptest_univariate_normalityunivariate_diagnostic_plot

Dependencies:abindaskpassbackportsbase64encbitbit64bootbroombslibcachemcarcarDataclicliprcodetoolscolorspacecowplotcpp11crayoncrosstalkcurldata.tableDerivdigestdoBydplyrenergyevaluatefarverfastmapfontawesomeforcatsforeachforecastFormulafracdifffsgenericsggplot2glmnetgluegridExtragslgtablehavenhighrhmshtmltoolshtmlwidgetshttrisobanditeratorsjomojquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmemoisemgcvmicemimeminqamitmlmodelrmomentsnlmenloptrnnetnortestnumDerivopensslordinalotelpanpbkrtestpillarpkgconfigplotlyprettyunitsprogresspromisespurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrreformulasrlangrmarkdownrpartS7sassscalesshapeSparseMstringistringrsurvivalsystibbletidyrtidyselecttimeDatetinytextzdbucminfurcautf8vctrsviridisviridisLitevroomwithrxfunyamlzoo