Package: r-cran-mixtools
Version: 2.0.0.1-2
Architecture: arm64
Maintainer: Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com>
Original-Maintainer: Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Installed-Size: 1610
Depends: r-api-4.0, r-cran-kernlab, r-cran-mass, r-cran-plotly, r-cran-scales, r-cran-segmented, r-cran-survival, libc6 (>= 2.17)
Section: gnu-r
Priority: optional
Homepage: https://cran.r-project.org/package=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
 and the Chan Zuckerberg Initiative: Essential Open Source Software
 for Science (Grant No. 2020-255193).
