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MomTrunc (version 4.59)

Moments of Folded and Doubly Truncated Multivariate Distributions

Description

It computes the raw moments for the truncated and folded multivariate normal, Skew-normal (SN), Extended skew normal (ESN) and Student's t-distribution. It also offers specific functions to compute the mean and variance-covariance matrix as well as the cumulative distribution function (cdf) for the folded normal, SN, ESN, and folded t-distribution. Density and random deviates are offered for the ESN (SN as particular case) distribution. Most algorithms are extensions based on Kan, R., & Robotti, C. (2017) .

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Version

Install

install.packages('MomTrunc')

Monthly Downloads

883

Version

4.59

License

GPL (>= 2)

Maintainer

Christian Galarza

Last Published

October 8th, 2019

Functions in MomTrunc (4.59)

momentsFMD

Moments for folded multivariate distributions
momentsTMD

Moments for doubly truncated multivariate distributions
cdfFMD

Cumulative distribution function for folded multivariate distributions
meanvarTMD

Mean and variance for doubly truncated multivariate distributions
onlymeanTMD

Mean for doubly truncated multivariate distributions
drmvESN

Multivariate Extended-Skew Normal Density and Random Deviates
pmvESN

Multivariate Extended-Skew Normal Probabilities
drmvSN

Multivariate Skew Normal Density and Random Deviates
meanvarFMD

Mean and variance for folded multivariate distributions