Package

r-mixtools

Description

Tools for Analyzing Finite Mixture Models. 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,
mixturegrams, 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.

Note