Package: BNPmix 1.0.2

BNPmix: Bayesian Nonparametric Mixture Models

Functions to perform Bayesian nonparametric univariate and multivariate density estimation and clustering, by means of Pitman-Yor mixtures, and dependent Dirichlet process mixtures for partially exchangeable data. See Corradin et al. (2021) <doi:10.18637/jss.v100.i15> for more details.

Authors:Riccardo Corradin [aut, cre], Antonio Canale [ctb], Bernardo Nipoti [ctb]

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

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

Peer review:

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:

    On CRAN:

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

    3.00 score 20 scripts 346 downloads 18 exports 71 dependencies

    Last updated 2 years agofrom:820b3d670b. Checks:ERROR: 1 NOTE: 8. Indexed: yes.

    TargetResultDate
    Doc / VignettesFAILNov 07 2024
    R-4.5-win-x86_64NOTENov 07 2024
    R-4.5-linux-x86_64NOTENov 07 2024
    R-4.4-win-x86_64NOTENov 07 2024
    R-4.4-mac-x86_64NOTENov 07 2024
    R-4.4-mac-aarch64NOTENov 07 2024
    R-4.3-win-x86_64NOTENov 07 2024
    R-4.3-mac-x86_64NOTENov 07 2024
    R-4.3-mac-aarch64NOTENov 07 2024

    Exports:BNPdens2codaBNPdens2coda.BNPdensBNPmix_BINBNPmix_psmBNPmix_VI_LBBNPpartclean_partitiondBNPdensdBNPdens.BNPdensDDPdensitypartitionpartition.BNPdensplot.BNPdensprint.BNPdensPYcalibratePYdensityPYregressionsummary.BNPdens

    Dependencies:abindbackportsbootbroomcarcarDataclicodacolorspacecorrplotcowplotcpp11DerivdoBydplyrfansifarverFormulagenericsggplot2ggpubrggrepelggsciggsignifgluegridExtragtableisobandlabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpolynompurrrquantregR6RColorBrewerRcppRcppArmadilloRcppDistRcppEigenrlangrstatixscalesSparseMstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr

    R packages: LaTeX vignettes

    Rendered fromBNPmix.ltxusingR.rsp::texon Nov 07 2024.

    Last update: 2021-11-23
    Started: 2021-07-25