Package: telescope 0.2-0

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)
NEWS

# Install 'telescope' in R:
install.packages('telescope', repos = c('https://gertraudmalsinerwalli.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • SimData - Simulated multivariate binary data

On CRAN:

Conda:

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

3.00 score 4 scripts 149 downloads 12 exports 24 dependencies

Last updated 2 months agofrom:72e3fd36b3. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 24 2025
R-4.5-winOKMar 24 2025
R-4.5-macOKMar 24 2025
R-4.5-linuxOKMar 24 2025
R-4.4-winOKMar 24 2025
R-4.4-macOKMar 24 2025
R-4.4-linuxOKMar 24 2025
R-4.3-winOKMar 24 2025
R-4.3-macOKMar 24 2025

Exports:identifyLCAMixtureidentifyMixtureplotBubbleplotScatterpriorOnAlpha_specpriorOnE0_specpriorOnK_specsampleLCAsampleLCAMixturesampleMultNormMixturesamplePoisMixturesampleUniNormMixture

Dependencies:abindbayesmcodadigestDirichletRegextraDistrFormulagenericslatticeMASSMatrixMatrixModelsmaxLikmcmcMCMCpackmiscToolsmvtnormquantregRcppRcppArmadillosandwichSparseMsurvivalzoo

Bayesian Latent Class Analysis Models with the Telescoping Sampler

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

Rendered fromBayesian_LCA.Rmdusingknitr::rmarkdownon Mar 24 2025.

Last update: 2025-01-23
Started: 2024-06-16

Bayesian Mixture of Latent Class Analysis Models with the Telescoping Sampler

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

Rendered fromBayesian_LCA_mixtures.Rmdusingknitr::rmarkdownon Mar 24 2025.

Last update: 2025-01-23
Started: 2025-01-23

Bayesian Multivariate Gaussian Mixtures with the Telescoping Sampler

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

Rendered fromBayesian_mult_Gaussian_mixtures.Rmdusingknitr::rmarkdownon Mar 24 2025.

Last update: 2025-01-23
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 Mar 24 2025.

Last update: 2025-01-23
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 Mar 24 2025.

Last update: 2025-01-23
Started: 2024-06-16