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-any)MVN_6.3.zip(r-4.6-any)MVN_6.3.zip(r-4.5-any)
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:

8.93 score 4 stars 5 packages 1.5k scripts 9.6k downloads 75 mentions 16 exports 132 dependencies

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

TargetResultTimeFilesSyslog
linux-develOK191
source / vignettesOK220
linux-releaseOK195
macos-releaseOK173
macos-oldrelOK242
windows-develOK133
windows-releaseOK152
windows-oldrelOK123
wasm-releaseOK152

Exports:arw_adjustmentdescriptivesdoornik_hansenenergyhwhzimpute_missingmardiamultivariate_diagnostic_plotmv_outliermvnpower_transformroystonrun_mvn_apptest_univariate_normalityunivariate_diagnostic_plot

Dependencies:abindaskpassbackportsbase64encbitbit64bootbroombslibcachemcarcarDataclicliprcodetoolscolorspacecowplotcpp11crayoncrosstalkcurldata.tableDerivdigestdoBydplyrenergyevaluatefarverfastmapfontawesomeforcatsforeachforecastFormulafracdifffsgenericsggplot2glmnetgluegridExtragslgtablehavenhighrhmshtmltoolshtmlwidgetshttrisobanditeratorsjomojquerylibjsonliteknitrlabelinglaterlatticelazyevallifecyclelme4lmtestmagrittrMASSMatrixMatrixModelsmemoisemgcvmicemimeminqamitmlmodelrmomentsnlmenloptrnnetnortestnumDerivopensslordinalotelpanpbkrtestpillarpkgconfigplotlyprettyunitsprogresspromisespurrrquantregR6rappdirsrbibutilsRColorBrewerRcppRcppArmadilloRcppEigenRdpackreadrreformulasrlangrmarkdownrpartS7sassscalesshapeSparseMstringistringrsurvivalsystibbletidyrtidyselecttimeDatetinytextzdbucminfurcautf8vctrsviridisviridisLitevroomwithrxfunyamlzoo