This package is considered a duplicate. The official version of this package is found at:https://rcorradin.r-universe.dev/BNPmix

Package: BNPmix 1.2.1

Riccardo Corradin

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]

BNPmix_1.2.1.tar.gz
BNPmix_1.2.1.tar.gz(r-4.7-arm64)BNPmix_1.2.1.tar.gz(r-4.7-x86_64)BNPmix_1.2.1.tar.gz(r-4.6-arm64)BNPmix_1.2.1.tar.gz(r-4.6-x86_64)
BNPmix_1.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
BNPmix/json (API)

# Install 'BNPmix' in R:

install.packages('BNPmix', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Uses libs:

openblas– Optimized BLAS
c++– GNU Standard C++ Library v3
openmp– GCC OpenMP (GOMP) support library

On CRAN:

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

openblas cpp openmp

3.51 score 1 stars 32 scripts 682 downloads 18 exports 79 dependencies

Last updated from:e8c0babb0c. Checks:5 OK, 1 ERROR. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	224
linux-devel-x86_64	OK	227
source / vignettes	ERROR	349
linux-release-arm64	OK	237
linux-release-x86_64	OK	217
wasm-release	OK	197

Exports:BNPdens2coda BNPdens2coda.BNPdens BNPmix_BIN BNPmix_psm BNPmix_VI_LB BNPpart clean_partition dBNPdens dBNPdens.BNPdens DDPdensity partition partition.BNPdens plot.BNPdens print.BNPdens PYcalibrate PYdensity PYregression summary.BNPdens

Dependencies:abind backports boot broom car carData cli coda colorspace corrplot cowplot cpp11 Deriv doBy dplyr farver forecast Formula fracdiff generics ggplot2 ggpubr ggrepel ggsci ggsignif glue gridExtra gtable isoband labeling lattice lifecycle lme4 lmtest magrittr MASS Matrix MatrixModels mgcv microbenchmark minqa modelr nlme nloptr nnet numDeriv pbkrtest pillar pkgconfig polynom purrr quantreg R6 rbibutils RColorBrewer Rcpp RcppArmadillo RcppDist RcppEigen Rdpack reformulas rlang rstatix S7 scales SparseM stringi stringr survival tibble tidyr tidyselect timeDate urca utf8 vctrs viridisLite withr zoo

Vignettes and/or manual for this package failed to build, some documents may be unavailable. Please inspect thebuild logs for more information.

R packages: LaTeX vignettes

Rendered fromBNPmix.ltxusingR.rsp::texon Jun 04 2026.

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

Help page	Topics
BNPdens class constructor	BNPdens
Export to coda interface	BNPdens2coda.BNPdens
BNPpart class constructor	BNPpart
Evaluate estimated univariate densities at a given point	dBNPdens.BNPdens
MCMC for GM-dependent Dirichlet process mixtures of Gaussians	DDPdensity
Estimate the partition of the data	partition.BNPdens
Density plot for BNPdens class	plot.BNPdens
BNPdens print method	print.BNPdens
Pitman-Yor prior elicitation	PYcalibrate
MCMC for Pitman-Yor mixtures of Gaussians	PYdensity
MCMC for Pitman-Yor mixture of Gaussian regressions	PYregression
BNPdens summary method	summary.BNPdens

Package: BNPmix 1.2.1

BNPmix: Bayesian Nonparametric Mixture Models

R packages: LaTeX vignettes

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)