Fit log-linear model for multivariate Bernoulli
distribution with mixed effect models and LASSO

Multivariate Linear Model with Analytic p-Values
Allows a user to conduct multivariate multiple regression using analytic p-values rather than approximations based on Wilks' Lambda, Pillai's trace, etc.

Allows a user to conduct multivariate multiple regression using analytic p-values rather than classic approximate F-tests.

The MVN library contain several multivariate normality
tests such as Henze-Zirkler, Mardia and Royston.

The MVN library contain several multivariate normality tests such as Henze-Zirkler, Mardia and Royston.

classes.R mardiaTest.R hzTest.R roystonTest.R mvnPlot.R
Assessing the assumption of multivariate normality is required by many parametric multivariate statistical methods, such as discriminant analysis, principal component analysis, MANOVA, etc. Here, we present an R package to asses multivariate normality. The MVN package contains three most widely used multivariate normality tests, including Mardia's, Henze-Zirkler's and Royston's multivariate normality tests.

c(person("Selcuk", "Korkmaz", role = c("aut", "cre"),
email = "selcuk.korkmaz@hacettepe.edu.tr"),
person("Dincer", "Goksuluk", role = "aut",
email = "dincer.goksuluk@hacettepe.edu.tr"))
Selcuk Korkmaz [aut, cre], Dincer Goksuluk [aut]
R (>= 2.15.0), nortest, moments, MASS, robustbase, mvoutlier
classes.R mardiaTest.R hzTest.R roystonTest.R mvOutlier.R
mvnPlot.R
Assessing the assumption of multivariate normality is required by many parametric multivariate statistical methods, such as discriminant analysis, principal component analysis, MANOVA, etc. Here, we present an R package to asses multivariate normality. The MVN package contains three widely used multivariate normality tests, including Mardia's, Henze-Zirkler's, Royston's, graphical approaches, including chi-square Q-Q plot, perspective plot and contour plot and two outlier detection methods based on Mahalanobis distance. We have also developed web-tool version of the package which is available at http://www.biosoft.hacettepe.edu.tr/MVN/.