CRAN/E | CensMFM

CensMFM

Finite Mixture of Multivariate Censored/Missing Data

Installation

About

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) doi:10.1016/j.jmva.2017.05.005 for the multivariate skew-normal case.

Key Metrics

Version 3.0
Published 2023-01-30 445 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks CensMFM results

Downloads

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Maintainer

Maintainer

Francisco H. C. de Alencar

hildemardealencar@gmail.com

Authors

Francisco H. C. de Alencar

aut / cre

Christian E. Galarza

aut

Larissa A. Matos

ctb

Victor H. Lachos

ctb

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Old Sources

CensMFM archive

Imports

MomTrunc ≥ 5.87
mvtnorm ≥ 1.0.11
gridExtra
ggplot2
tlrmvnmvt ≥ 1.1.0

Suggests

mixsmsn