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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-1.2.0-r41h6d2157b_2.tar.bz2  2 years and 10 months ago 547 main
conda 1.4 MB | osx-64/r-mixtools-1.2.0-r42h815d134_2.tar.bz2  2 years and 10 months ago 85 main
conda 1.4 MB | osx-64/r-mixtools-1.2.0-r41h815d134_2.tar.bz2  2 years and 10 months ago 83 main
conda 1.4 MB | linux-64/r-mixtools-1.2.0-r41h06615bd_2.tar.bz2  2 years and 10 months ago 2414 main
conda 1.4 MB | linux-64/r-mixtools-1.2.0-r42h06615bd_2.tar.bz2  2 years and 10 months ago 2263 main
conda 1.4 MB | win-64/r-mixtools-1.2.0-r41h6d2157b_1.tar.bz2  4 years and 2 months ago 807 main
conda 1.5 MB | win-64/r-mixtools-1.2.0-r40h6d2157b_1.tar.bz2  4 years and 2 months ago 815 main
conda 1.4 MB | osx-64/r-mixtools-1.2.0-r41h28b5c78_1.tar.bz2  4 years and 2 months ago 324 main
conda 1.4 MB | osx-64/r-mixtools-1.2.0-r40h28b5c78_1.tar.bz2  4 years and 2 months ago 166 main
conda 1.4 MB | linux-64/r-mixtools-1.2.0-r41hcfec24a_1.tar.bz2  4 years and 2 months ago 3723 main
conda 1.4 MB | linux-64/r-mixtools-1.2.0-r40hcfec24a_1.tar.bz2  4 years and 2 months ago 3197 main
conda 1.5 MB | win-64/r-mixtools-1.2.0-r40hda5aaf8_1.tar.bz2  5 years and 3 months ago 1049 main
conda 1.5 MB | win-64/r-mixtools-1.2.0-r36hda5aaf8_1.tar.bz2  5 years and 3 months ago 1066 main
conda 1.4 MB | osx-64/r-mixtools-1.2.0-r36h17f1fa6_1.tar.bz2  5 years and 3 months ago 373 main
conda 1.4 MB | osx-64/r-mixtools-1.2.0-r40h17f1fa6_1.tar.bz2  5 years and 3 months ago 360 main
conda 1.4 MB | linux-64/r-mixtools-1.2.0-r36hcdcec82_1.tar.bz2  5 years and 3 months ago 3921 main
conda 1.4 MB | linux-64/r-mixtools-1.2.0-r40hcdcec82_1.tar.bz2  5 years and 3 months ago 3896 main
conda 1.5 MB | win-64/r-mixtools-1.2.0-r36hda5aaf8_0.tar.bz2  5 years and 6 months ago 1103 main cf202003
conda 1.5 MB | win-64/r-mixtools-1.2.0-r35hda5aaf8_0.tar.bz2  5 years and 6 months ago 1076 main cf202003
conda 1.4 MB | osx-64/r-mixtools-1.2.0-r35h17f1fa6_0.tar.bz2  5 years and 6 months ago 864 main cf202003
conda 1.4 MB | osx-64/r-mixtools-1.2.0-r36h17f1fa6_0.tar.bz2  5 years and 6 months ago 341 main cf202003
conda 1.4 MB | linux-64/r-mixtools-1.2.0-r35hcdcec82_0.tar.bz2  5 years and 6 months ago 4882 main cf202003
conda 1.4 MB | linux-64/r-mixtools-1.2.0-r36hcdcec82_0.tar.bz2  5 years and 6 months ago 3601 main cf202003

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