telescope: Bayesian Mixtures with an Unknown Number of Components

Fits Bayesian finite mixtures with an unknown number of components using the telescoping sampler and different component distributions. For more details see Frühwirth-Schnatter et al. (2021) <doi:10.1214/21-BA1294>.

Version: 0.1-0
Depends: R (≥ 4.0.0)
Imports: abind, bayesm, DirichletReg, extraDistr, graphics, grDevices, MCMCpack, methods, mvtnorm, stats
Suggests: klaR, knitr, mclust, poLCA, rmarkdown
Published: 2024-06-15
DOI: 10.32614/CRAN.package.telescope
Author: Gertraud Malsiner-Walli ORCID iD [aut, cre], Bettina Grün ORCID iD [aut], Sylvia Frühwirth-Schnatter ORCID iD [aut]
Maintainer: Gertraud Malsiner-Walli <Gertraud.Malsiner-Walli at>
License: GPL-2
NeedsCompilation: no
CRAN checks: telescope results


Reference manual: telescope.pdf
Vignettes: Bayesian Latent Class Analysis Models with the Telescoping Sampler
Bayesian Poisson Mixtures with the Telescoping Sampler
Bayesian Multivariate Gaussian Mixtures with the Telescoping Sampler
Bayesian Univariate Gaussian Mixtures with the Telescoping Sampler


Package source: telescope_0.1-0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): telescope_0.1-0.tgz, r-oldrel (arm64): telescope_0.1-0.tgz, r-release (x86_64): telescope_0.1-0.tgz, r-oldrel (x86_64): telescope_0.1-0.tgz


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