CensMFM: Finite Mixture of Multivariate Censored/Missing Data

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.

Version: 3.1
Imports: MomTrunc (≥ 5.87), mvtnorm (≥ 1.0.11), gridExtra, ggplot2, tlrmvnmvt (≥ 1.1.0)
Suggests: mixsmsn
Published: 2024-05-14
DOI: 10.32614/CRAN.package.CensMFM
Author: Francisco H. C. de Alencar [aut, cre], Christian E. Galarza [aut], Larissa A. Matos [ctb], Victor H. Lachos [ctb]
Maintainer: Francisco H. C. de Alencar <hildemardealencar at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
In views: MissingData
CRAN checks: CensMFM results


Reference manual: CensMFM.pdf


Package source: CensMFM_3.1.tar.gz
Windows binaries: r-devel: CensMFM_3.1.zip, r-release: CensMFM_3.1.zip, r-oldrel: CensMFM_3.1.zip
macOS binaries: r-release (arm64): CensMFM_3.1.tgz, r-oldrel (arm64): CensMFM_3.1.tgz, r-release (x86_64): CensMFM_3.1.tgz, r-oldrel (x86_64): CensMFM_3.1.tgz
Old sources: CensMFM archive


Please use the canonical form https://CRAN.R-project.org/package=CensMFM to link to this page.