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MNB (version 1.2.0)

Diagnostic Tools for a Multivariate Negative Binomial Regression Model

Description

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) and Fábio, L. C.; Villegas, C.; Mamun, A. S. M. A. and Carrasco, J. M. F. (2025) .

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Version

Install

install.packages('MNB')

Monthly Downloads

294

Version

1.2.0

License

GPL (>= 2)

Maintainer

Jalmar Carrasco

Last Published

March 6th, 2025

Functions in MNB (1.2.0)

re.MNB

Residual analysis
MNB

Diagnostic tools for a multivariate negative binomial model
rMNB

Generating Multivariate Negative Binomial Data
qMNB

Randomized quantile residual
alzheimer

Alzheimer data
local.MNB

Local influence
envelope.MNB

Simulation envelope
fit.MNB

Maximum likelihood estimation
global.MNB

Global influence
seizures

Seizures data