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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 | linux-aarch64/r-mixtools-2.0.0-r44hf571b26_3.conda  11 months and 14 days ago 239 main
conda 1.4 MB | win-64/r-mixtools-2.0.0-r43h11b023d_3.conda  11 months and 15 days ago 425 main
conda 1.4 MB | win-64/r-mixtools-2.0.0-r44h11b023d_3.conda  11 months and 15 days ago 434 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0-r44h131bcff_3.conda  11 months and 15 days ago 119 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0-r43h131bcff_3.conda  11 months and 15 days ago 125 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0-r44h6b9d099_3.conda  11 months and 15 days ago 347 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0-r43h6b9d099_3.conda  11 months and 15 days ago 374 main
conda 1.4 MB | linux-64/r-mixtools-2.0.0-r43hdb488b9_3.conda  11 months and 15 days ago 1794 main
conda 1.4 MB | linux-aarch64/r-mixtools-2.0.0-r43hf571b26_3.conda  11 months and 15 days ago 248 main
conda 1.4 MB | linux-64/r-mixtools-2.0.0-r44hdb488b9_3.conda  11 months and 15 days ago 1408 main
conda 1.4 MB | win-64/r-mixtools-2.0.0-r41h6d2157b_2.conda  1 year and 11 months ago 594 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0-r43h6dc245f_2.conda  1 year and 11 months ago 430 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0-r42h6dc245f_2.conda  1 year and 11 months ago 432 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0-r43h9da1b96_2.conda  1 year and 11 months ago 125 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0-r42h9da1b96_2.conda  1 year and 11 months ago 143 main
conda 1.4 MB | linux-aarch64/r-mixtools-2.0.0-r43h9d23599_2.conda  1 year and 11 months ago 240 main
conda 1.4 MB | linux-aarch64/r-mixtools-2.0.0-r42h9d23599_2.conda  1 year and 11 months ago 220 main
conda 1.4 MB | linux-64/r-mixtools-2.0.0-r43h57805ef_2.conda  1 year and 11 months ago 2819 main
conda 1.4 MB | linux-64/r-mixtools-2.0.0-r42h57805ef_2.conda  1 year and 11 months ago 2240 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0-r42h9da1b96_1.conda  2 years and 3 days ago 211 main
conda 1.4 MB | linux-aarch64/r-mixtools-2.0.0-r43h9d23599_1.conda  2 years and 3 days ago 230 main
conda 1.4 MB | linux-aarch64/r-mixtools-2.0.0-r42h9d23599_1.conda  2 years and 3 days ago 212 main
conda 1.4 MB | win-64/r-mixtools-2.0.0-r41h6d2157b_1.conda  2 years and 1 month ago 663 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0-r42h6dc245f_1.conda  2 years and 1 month ago 376 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0-r43h6dc245f_1.conda  2 years and 1 month ago 428 main

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