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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-2.0.0.1-r43habd023f_0.conda  5 months and 11 days ago 44 main
conda 1.4 MB | linux-aarch64/r-mixtools-2.0.0.1-r44habd023f_0.conda  5 months and 11 days ago 58 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0.1-r43h2e4db67_0.conda  5 months and 11 days ago 18 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0.1-r44h2e4db67_0.conda  5 months and 11 days ago 22 main
conda 1.4 MB | win-64/r-mixtools-2.0.0.1-r43h11b023d_0.conda  5 months and 11 days ago 52 main
conda 1.4 MB | win-64/r-mixtools-2.0.0.1-r44h11b023d_0.conda  5 months and 11 days ago 50 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0.1-r44h79f565e_0.conda  5 months and 11 days ago 43 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0.1-r43h79f565e_0.conda  5 months and 11 days ago 41 main
conda 1.4 MB | linux-64/r-mixtools-2.0.0.1-r44h2b5f3a1_0.conda  5 months and 11 days ago 1015 main
conda 1.4 MB | linux-64/r-mixtools-2.0.0.1-r43h2b5f3a1_0.conda  5 months and 11 days ago 1022 main
conda 1.4 MB | linux-aarch64/r-mixtools-2.0.0-r44hf571b26_3.conda  11 months and 25 days ago 239 main
conda 1.4 MB | win-64/r-mixtools-2.0.0-r43h11b023d_3.conda  11 months and 25 days ago 426 main
conda 1.4 MB | win-64/r-mixtools-2.0.0-r44h11b023d_3.conda  11 months and 25 days ago 435 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0-r44h131bcff_3.conda  11 months and 25 days ago 119 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0-r43h131bcff_3.conda  11 months and 25 days ago 125 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0-r44h6b9d099_3.conda  11 months and 25 days ago 348 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0-r43h6b9d099_3.conda  11 months and 25 days ago 375 main
conda 1.4 MB | linux-64/r-mixtools-2.0.0-r43hdb488b9_3.conda  11 months and 25 days ago 1817 main
conda 1.4 MB | linux-aarch64/r-mixtools-2.0.0-r43hf571b26_3.conda  11 months and 25 days ago 248 main
conda 1.4 MB | linux-64/r-mixtools-2.0.0-r44hdb488b9_3.conda  11 months and 25 days ago 1425 main
conda 1.4 MB | win-64/r-mixtools-2.0.0-r41h6d2157b_2.conda  2 years and 1 day ago 595 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0-r43h6dc245f_2.conda  2 years and 1 day ago 431 main
conda 1.4 MB | osx-64/r-mixtools-2.0.0-r42h6dc245f_2.conda  2 years and 1 day ago 433 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0-r43h9da1b96_2.conda  2 years and 1 day ago 125 main
conda 1.4 MB | linux-ppc64le/r-mixtools-2.0.0-r42h9da1b96_2.conda  2 years and 1 day ago 143 main

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