mixtools (1.1.0)

1 user

Tools for Analyzing Finite Mixture Models.

http://cran.r-project.org/web/packages/mixtools

Analyzes finite mixture models for various parametric and semiparametric settings. This includes mixtures of parametric distributions (normal, multivariate normal, multinomial, gamma), various Reliability Mixture Models (RMMs), mixtures-of-regressions settings (linear regression, logistic regression, Poisson regression, linear regression with changepoints, predictor-dependent mixing proportions, random effects regressions, hierarchical mixtures-of-experts), and tools for selecting the number of components (bootstrapping the likelihood ratio test statistic and model selection criteria). Bayesian estimation of mixtures-of-linear-regressions models is available as well as a novel data depth method for obtaining credible bands. This package is based upon work supported by the National Science Foundation under Grant No. SES-0518772.

Maintainer: Derek S. Young
Author(s): Derek Young [aut, cre], Tatiana Benaglia [aut], Didier Chauveau [aut], David Hunter [aut], Ryan Elmore [ctb], Thomas Hettmansperger [ctb], Hoben Thomas [ctb], Fengjuan Xuan [ctb]

License: GPL (>= 2)

Uses: MASS, segmented, survival
Reverse depends: iNOTE, pheno2geno, phonR
Reverse suggests: gsrc, icamix, rebmix

Released 7 months ago.


13 previous versions

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