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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 and the Chan Zuckerberg Initiative: Essential Open Source Software for Science (Grant No. 2020-255193).

copied from cf-staging / r-mixtools
Type Size Name Uploaded Downloads Labels
conda 1.4 MB | win-64/r-mixtools-1.1.0-r351h6115d3f_1002.tar.bz2  6 years and 9 months ago 1683 main cf202003 cf201901
conda 1.4 MB | win-64/r-mixtools-1.1.0-r351h6115d3f_2.tar.bz2  6 years and 10 months ago 1706 main cf202003 cf201901
conda 1.1 MB | win-64/r-mixtools-1.1.0-r341h6115d3f_2.tar.bz2  6 years and 10 months ago 1727 main cf202003 cf201901
conda 1.4 MB | osx-64/r-mixtools-1.1.0-r351hc070d10_2.tar.bz2  6 years and 10 months ago 437 main cf202003 cf201901
conda 1.1 MB | osx-64/r-mixtools-1.1.0-r341hc070d10_2.tar.bz2  6 years and 10 months ago 472 main cf202003 cf201901
conda 1.4 MB | linux-64/r-mixtools-1.1.0-r351hc070d10_2.tar.bz2  6 years and 10 months ago 5267 main cf202003 cf201901
conda 1.1 MB | linux-64/r-mixtools-1.1.0-r341hc070d10_2.tar.bz2  6 years and 10 months ago 6143 main cf202003 cf201901
conda 1.1 MB | win-64/r-mixtools-1.1.0-r341h301d43c_1.tar.bz2  7 years and 24 days ago 1807 main cf202003 cf201901
conda 1.1 MB | osx-64/r-mixtools-1.1.0-r341h470a237_1.tar.bz2  7 years and 24 days ago 392 main cf202003 cf201901
conda 1.1 MB | linux-64/r-mixtools-1.1.0-r341h470a237_1.tar.bz2  7 years and 24 days ago 5330 main cf202003 cf201901
conda 1.1 MB | osx-64/r-mixtools-1.1.0-r3.4.1_0.tar.bz2  7 years and 11 months ago 998 main cf202003 cf201901
conda 1.1 MB | linux-64/r-mixtools-1.1.0-r3.4.1_0.tar.bz2  7 years and 11 months ago 6583 main cf202003 cf201901
conda 1.1 MB | win-64/r-mixtools-1.1.0-r3.4.1_0.tar.bz2  7 years and 11 months ago 2504 main cf202003 cf201901
conda 1.1 MB | win-64/r-mixtools-1.1.0-r3.3.2_0.tar.bz2  7 years and 11 months ago 2489 main cf202003 cf201901
conda 1.1 MB | linux-64/r-mixtools-1.1.0-r3.3.2_0.tar.bz2  7 years and 11 months ago 6092 main cf202003 cf201901
conda 1.1 MB | osx-64/r-mixtools-1.1.0-r3.3.2_0.tar.bz2  7 years and 11 months ago 969 main cf202003 cf201901

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