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


Reference manual

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install.packages("MNB")

1.2.0 by Jalmar Carrasco, 2 years ago


Browse source code at https://github.com/cran/MNB


Authors: Jalmar Carrasco [aut, cre] , Cristian Lobos [aut] , Lizandra Fabio [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports flexsurv, numDeriv, graphics, methods

Suggests stats


See at CRAN