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Multivariate Generalizations of the Multiplicative Binomial Distribution: Introducing the MM Package

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  • Altham, Pat M. E.
  • Hankin, Robin K. S.

Abstract

We present two natural generalizations of the multinomial and multivariate binomial distributions, which arise from the multiplicative binomial distribution of Altham (1978). The resulting two distributions are discussed and we introduce an R package, MM, which includes associated functionality.

Suggested Citation

  • Altham, Pat M. E. & Hankin, Robin K. S., 2012. "Multivariate Generalizations of the Multiplicative Binomial Distribution: Introducing the MM Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 46(i12).
    • Handle: RePEc:jss:jstsof:v:046:i12
    DOI: http://hdl.handle.net/10.18637/jss.v046.i12
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    Cited by:

    1. Ardo Hout & Graciela Muniz-Terrera, 2019. "Hidden three-state survival model for bivariate longitudinal count data," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 25(3), pages 529-545, July.
    2. Morris, Darcy Steeg & Raim, Andrew M. & Sellers, Kimberly F., 2020. "A Conway–Maxwell-multinomial distribution for flexible modeling of clustered categorical data," Journal of Multivariate Analysis, Elsevier, vol. 179(C).

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