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.
| Version: | 0.1.5 |
| Depends: | mvtnorm, numDeriv, Rcpp |
| LinkingTo: | Rcpp, RcppGSL |
| Published: | 2017-07-08 |
| Author: | Andrew M. Raim |
| Maintainer: | Andrew M. Raim <andrew.raim at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | mixlink results |
| Reference manual: | mixlink.pdf |
| Package source: | mixlink_0.1.5.tar.gz |
| Windows binaries: | r-devel: mixlink_0.1.5.zip, r-release: mixlink_0.1.5.zip, r-oldrel: mixlink_0.1.5.zip |
| macOS binaries: | r-release: mixlink_0.1.5.tgz, r-oldrel: mixlink_0.1.5.tgz |
| Old sources: | mixlink archive |
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