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]

dppmix_0.1.1.tar.gz
dppmix_0.1.1.zip(r-4.5)dppmix_0.1.1.zip(r-4.4)dppmix_0.1.1.zip(r-4.3)
dppmix_0.1.1.tgz(r-4.4-any)dppmix_0.1.1.tgz(r-4.3-any)
dppmix_0.1.1.tar.gz(r-4.5-noble)dppmix_0.1.1.tar.gz(r-4.4-noble)
dppmix_0.1.1.tgz(r-4.4-emscripten)dppmix_0.1.1.tgz(r-4.3-emscripten)
dppmix.pdf |dppmix.html✨
dppmix/json (API)

Peer review:

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

On CRAN:

33 exports 0.51 score 1 dependencies 154 downloads

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

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