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]

telescope_0.1-0.tar.gz
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telescope.pdf |telescope.html✨
telescope/json (API)

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10 exports 0.09 score 24 dependencies 4 scripts 184 downloads

Last updated 3 months agofrom:274c3c380c. Checks:OK: 7. Indexed: yes.

Exports:identifyMixtureplotBubbleplotScatterpriorOnAlpha_specpriorOnE0_specpriorOnK_specsampleLCAsampleMultNormMixturesamplePoisMixturesampleUniNormMixture

Dependencies:abindbayesmcodadigestDirichletRegextraDistrFormulagenericslatticeMASSMatrixMatrixModelsmaxLikmcmcMCMCpackmiscToolsmvtnormquantregRcppRcppArmadillosandwichSparseMsurvivalzoo