mnonr v1.0.0

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A Generator of Multivariate Non-Normal Random Numbers

A data generator of multivariate non-normal data in R. It combines two different methods to generate non-normal data, one with user-specified multivariate skewness and kurtosis (more details can be found in the paper: Qu, Liu, & Zhang, 2019 <doi:10.3758/s13428-019-01291-5>), and the other with the given marginal skewness and kurtosis. The latter one is the widely-used Vale and Maurelli's method. It also contains a function to calculate univariate and multivariate (Mardia's Test) skew and kurtosis.

Functions in mnonr

Name Description
unonr Multivariate Non-normal Random Number Generator based on Marginal Measures (Vale and Maurelli's method)
mnonr Multivariate Non-normal Random Number Generator based on Multivariate Measures
mardia Univariate and Multivariate skewness and kurtosis checker
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Vignettes of mnonr

Name
mnonr.Rmd
non-normal.bib
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Details

Type Package
License GPL-2 | GPL-3
Encoding UTF-8
LazyData true
VignetteBuilder knitr
RoxygenNote 6.1.1
NeedsCompilation no
Packaged 2020-02-03 18:25:33 UTC; QW
Repository CRAN
Date/Publication 2020-02-11 19:10:02 UTC

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