MNB: Diagnostic tools for a multivariate negative binomial model

MNBR Documentation

Diagnostic tools for a multivariate negative binomial model

Description

Diagnostic tools as residual analysis, global, local and total-local influence for the multivariate model from the random intercept Poisson-GlG mode. Including also, the estimation process by maximum likelihood and generating multivariate negative binomial data.

MNB package functions

  • rMNB

  • fit.MNB

  • qMNB

  • re.MNB

  • envelope.MNB

  • global.MNB

  • local.MNB

Author(s)

Jalmar M F Carrasco <carrascojalmar@gmail.com>, Cristian M Villegas Lobos <master.villegas@gmail.com> and Lizandra C Fabio <lizandrafabio@gmail.com>

References

  • Fabio, L. C, Villegas, C. L., Carrasco, J. M. F. and de Castro, M. (2020). Diagnostic tools for a multivariate negative binomial model for fitting correlated data with overdispersion. Submitted.


carrascojalmar/MNB documentation built on May 15, 2022, 4:41 a.m.