Package: CensMFM 3.1

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.

Authors:Francisco H. C. de Alencar [aut, cre], Christian E. Galarza [aut], Larissa A. Matos [ctb], Victor H. Lachos [ctb]

CensMFM_3.1.tar.gz
CensMFM_3.1.zip(r-4.5)CensMFM_3.1.zip(r-4.4)CensMFM_3.1.zip(r-4.3)
CensMFM_3.1.tgz(r-4.5-any)CensMFM_3.1.tgz(r-4.4-any)CensMFM_3.1.tgz(r-4.3-any)
CensMFM_3.1.tar.gz(r-4.5-noble)CensMFM_3.1.tar.gz(r-4.4-noble)
CensMFM_3.1.tgz(r-4.4-emscripten)CensMFM_3.1.tgz(r-4.3-emscripten)
CensMFM.pdf |CensMFM.html
CensMFM/json (API)

# Install 'CensMFM' in R:
install.packages('CensMFM', repos = c('https://franciscoalencar.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 337 downloads 4 exports 40 dependencies

Last updated 11 months agofrom:869542d263. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 11 2025
R-4.5-winOKMar 11 2025
R-4.5-macOKMar 11 2025
R-4.5-linuxOKMar 11 2025
R-4.4-winOKMar 11 2025
R-4.4-macOKMar 11 2025
R-4.4-linuxOKMar 11 2025
R-4.3-winOKMar 11 2025
R-4.3-macOKMar 11 2025

Exports:fit.FMMSNCrMMSNrMMSN.contourrMSN

Dependencies:BHclicolorspacecontfracdeSolveellipticfansifarverggplot2gluegridExtragtablehypergeoisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvMomTruncmunsellmvtnormnlmepillarpkgconfigR6RColorBrewerRcppRcppArmadilloRcppEigenrlangscalestibbletlrmvnmvtutf8vctrsviridisLitewithr