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CensMFM (version 3.1)

Finite Mixture of Multivariate Censored/Missing Data

Description

It fits finite mixture models for censored or/and missing data using several multivariate distributions. Point estimation and asymptotic inference (via empirical information matrix) are offered as well as censored data generation. Pairwise scatter and contour plots can be generated. Possible multivariate distributions are the well-known normal, Student-t and skew-normal distributions. This package is an complement of Lachos, V. H., Moreno, E. J. L., Chen, K. & Cabral, C. R. B. (2017) for the multivariate skew-normal case.

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Version

Install

install.packages('CensMFM')

Monthly Downloads

285

Version

3.1

License

GPL (>= 2)

Maintainer

Francisco H. C. de Alencar

Last Published

May 14th, 2024

Functions in CensMFM (3.1)

rMMSN.contour

Pairwise Scatter Plots and Histograms for Finite Mixture of Multivariate Distributions.
rMMSN

Random Generator of Finite Mixture of Multivariate Distributions.
rMSN

Generating from Multivariate Skew-normal and Normal Random Distributions.
CensMFM-package

tools:::Rd_package_title("CensMFM")
fit.FMMSNC

Fitting Finite Mixture of Multivariate Distributions.