Finite Mixture of Multivariate Censored/Missing Data
Overview
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.
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-03-10
Documentation
- Help pages
- 5includes a package overview page
- Examples that run
- 100%4 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 75%
- Help pages citing references
- 100%
Downloads
Dependencies
Code & Tests
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- unarchivedReturned to CRAN2024-05-14
- 3.1Latest
- RR 4.4.0 released · 2024-04-24
- archivedRemoved from CRAN2024-04-20issues were not corrected despite reminders
- RR 4.3.0 released · 2023-04-21
- unarchivedReturned to CRAN2023-01-30
- 3.02023-01-30 · diff ↗
- archivedRemoved from CRAN2022-05-21requires archived package 'tlrmvnmvt'
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- unarchivedReturned to CRAN2020-05-02
- 2.112020-05-02 · diff ↗
- RR 4.0.0 released · 2020-04-24
- archivedRemoved from CRAN2020-04-21check problems were not corrected in time
Package metadata
- First published
- 2019-10-16
- Total releases
- 6 / 7 yrs
- License
- GPL (>= 2) OSI
- Download size
- 30 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("CensMFM")This package has no citation file, so citation() returns this entry built from DESCRIPTION.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.