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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 |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.