Package: dppmix 0.1.1

dppmix: Determinantal Point Process Mixture Models

Multivariate Gaussian mixture model with a determinant point process prior to promote the discovery of parsimonious components from observed data. See Xu, Mueller, Telesca (2016) <doi:10.1111/biom.12482>.

Authors:Yanxun Xu [aut], Peter Mueller [aut], Donatello Telesca [aut], David J. H. Shih [aut, cre]

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

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

Peer review:

Bug tracker:https://bitbucket.org/djhshih/dppmix

On CRAN:

2.70 score 113 downloads 33 exports 1 dependencies

Last updated 4 years agofrom:f6efbff307. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 27 2024
R-4.5-winWARNINGOct 27 2024
R-4.5-linuxWARNINGOct 27 2024
R-4.4-winWARNINGOct 27 2024
R-4.4-macWARNINGOct 27 2024
R-4.3-winWARNINGOct 27 2024
R-4.3-macWARNINGOct 27 2024

Exports:cov_f_cvec_matcov_f_rvec_matcov_matrix_colscov_matrix_rowsdgammapoisdppmix_mvnormdppmix_mvnorm_combine_movedppmix_mvnorm_compute_Edppmix_mvnorm_compute_Skdppmix_mvnorm_compute_Sk_v1dppmix_mvnorm_compute_Sk_v2dppmix_mvnorm_initializedppmix_mvnorm_llikelihooddppmix_mvnorm_llikelihood_v1dppmix_mvnorm_llikelihood_v2dppmix_mvnorm_split_movedppmix_mvnorm_update_Kdppmix_mvnorm_update_lambdadppmix_mvnorm_update_mudppmix_mvnorm_update_Sigmadppmix_mvnorm_update_wdppmix_mvnorm_update_zestimateestimate.dppmix_mcmcldetlikelihoodmu_is_validrbernrbvecrdirichletrmvnorm_clusterssimilarity_kernelwhich_min_error

Dependencies:mvtnorm