Package: telescope 0.1-0

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>.

Authors:Gertraud Malsiner-Walli [aut, cre], Bettina Grün [aut], Sylvia Frühwirth-Schnatter [aut]

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telescope.pdf |telescope.html✨
telescope/json (API)

# Install 'telescope' in R:
install.packages('telescope', repos = c('https://gertraudmalsinerwalli.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.60 score 4 scripts 138 downloads 10 exports 24 dependencies

Last updated 5 months agofrom:274c3c380c. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 14 2024
R-4.5-winOKNov 14 2024
R-4.5-linuxOKNov 14 2024
R-4.4-winOKNov 14 2024
R-4.4-macOKNov 14 2024
R-4.3-winOKNov 14 2024
R-4.3-macOKNov 14 2024

Exports:identifyMixtureplotBubbleplotScatterpriorOnAlpha_specpriorOnE0_specpriorOnK_specsampleLCAsampleMultNormMixturesamplePoisMixturesampleUniNormMixture

Dependencies:abindbayesmcodadigestDirichletRegextraDistrFormulagenericslatticeMASSMatrixMatrixModelsmaxLikmcmcMCMCpackmiscToolsmvtnormquantregRcppRcppArmadillosandwichSparseMsurvivalzoo

Bayesian Latent Class Analysis Models with the Telescoping Sampler

Gertraud Malsiner-Walli, Sylvia Frühwirth-Schnatter, Bettina Grün

Rendered fromBayesian_LCA.Rmdusingknitr::rmarkdownon Nov 14 2024.

Last update: 2024-06-16
Started: 2024-06-16

Bayesian Multivariate Gaussian Mixtures with the Telescoping Sampler

Gertraud Malsiner-Walli, Sylvia Frühwirth-Schnatter, Bettina Grün

Rendered fromBayesian_mult_Gaussian_mixtures.Rmdusingknitr::rmarkdownon Nov 14 2024.

Last update: 2024-06-16
Started: 2024-06-16

Bayesian Poisson Mixtures with the Telescoping Sampler

Gertraud Malsiner-Walli, Sylvia Frühwirth-Schnatter, Bettina Grün

Rendered fromBayesian_Poisson_mixtures.Rmdusingknitr::rmarkdownon Nov 14 2024.

Last update: 2024-06-16
Started: 2024-06-16

Bayesian Univariate Gaussian Mixtures with the Telescoping Sampler

Gertraud Malsiner-Walli, Sylvia Frühwirth-Schnatter, Bettina Grün

Rendered fromBayesian_univ_Gaussian_mixtures.Rmdusingknitr::rmarkdownon Nov 14 2024.

Last update: 2024-06-16
Started: 2024-06-16