mixlink: Mixture Link Regression

The Mixture Link model <arXiv:1612.03302> is a proposed extension to generalized linear models, where the outcome distribution is a finite mixture of J > 1 densities. This package supports Mixture Link computations for Poisson and Binomial outcomes. This includes the distribution functions, numerical maximum likelihood estimation, Bayesian analysis, and quantile residuals to assess model fit.

Getting started

Package details

AuthorAndrew M. Raim
MaintainerAndrew M. Raim <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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mixlink documentation built on May 2, 2019, 5:11 a.m.