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CRAN: Package MNB

MNB: Diagnostic Tools for a Multivariate Negative Binomial Regression Model

Diagnostic tools as residual analysis, global, local and total-local influence for the multivariate model from the random intercept Poisson generalized log gamma model are available in this package. Including also, the estimation process by maximum likelihood method, for details see Fabio, L. C; Villegas, C. L.; Carrasco, J.M.F and de Castro, M. (2023) <doi:10.1080/03610926.2021.1939380> and Fábio, L. C.; Villegas, C.; Mamun, A. S. M. A. and Carrasco, J. M. F. (2025) <doi:10.28951/bjb.v43i1.728>.

Version: 1.2.0
Depends: R (≥ 3.5.0)
Imports: flexsurv, numDeriv, graphics, methods
Suggests: stats
Published: 2025-03-06
DOI: 10.32614/CRAN.package.MNB
Author: Jalmar Carrasco [aut, cre], Cristian Lobos [aut], Lizandra Fabio [aut]
Maintainer: Jalmar Carrasco <carrascojalmar at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
In views: Distributions
CRAN checks: MNB results

Documentation:

Reference manual: MNB.html , MNB.pdf

Downloads:

Package source: MNB_1.2.0.tar.gz
Windows binaries: r-devel: MNB_1.2.0.zip, r-release: MNB_1.2.0.zip, r-oldrel: MNB_1.2.0.zip
macOS binaries: r-release (arm64): MNB_1.2.0.tgz, r-oldrel (arm64): MNB_1.2.0.tgz, r-release (x86_64): MNB_1.2.0.tgz, r-oldrel (x86_64): MNB_1.2.0.tgz
Old sources: MNB archive

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