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Source: r-cran-mixtools
Standards-Version: 4.7.3
Maintainer: Debian R Packages Maintainers <r-pkg-team@alioth-lists.debian.net>
Uploaders:
Andreas Tille <tille@debian.org>,
Section: gnu-r
Testsuite: autopkgtest-pkg-r
Build-Depends:
debhelper-compat (= 13),
dh-r,
r-base-dev,
r-cran-kernlab,
r-cran-mass,
r-cran-plotly,
r-cran-scales,
r-cran-segmented,
r-cran-survival,
architecture-is-64-bit,
architecture-is-little-endian,
Vcs-Browser: https://salsa.debian.org/r-pkg-team/r-cran-mixtools
Vcs-Git: https://salsa.debian.org/r-pkg-team/r-cran-mixtools.git
Homepage: https://cran.r-project.org/package=mixtools
Rules-Requires-Root: no
Package: r-cran-mixtools
Architecture: any
Depends:
${R:Depends},
${shlibs:Depends},
${misc:Depends},
Recommends:
${R:Recommends},
Suggests:
${R:Suggests},
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).
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