Package: BivKLD 0.1.0
BivKLD: Bivariate Kullback-Leibler Divergence
Estimates the directed Kullback-Leibler divergence between two bivariate continuous distributions by numerical integration of kernel density estimates. Also computes pairwise divergences among groups and exact divergences for discrete, bivariate normal, bivariate Pareto type II, and independent bivariate Weibull models. The kernel estimator follows Chackochan, Sankaran and Nair (2026) <doi:10.1080/03610926.2025.2496687>.
Authors:
BivKLD_0.1.0.tar.gz
BivKLD_0.1.0.zip(r-4.7-any)BivKLD_0.1.0.zip(r-4.6-any)BivKLD_0.1.0.zip(r-4.5-any)
BivKLD_0.1.0.tgz(r-4.6-any)BivKLD_0.1.0.tgz(r-4.5-any)
BivKLD_0.1.0.tar.gz(r-4.7-any)BivKLD_0.1.0.tar.gz(r-4.6-any)
BivKLD_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
BivKLD/json (API)
| # Install 'BivKLD' in R: |
| install.packages('BivKLD', repos = c('https://s00singla.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:4480994848. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 144 | ||
| source / vignettes | OK | 217 | ||
| linux-release | OK | 118 | ||
| macos-release | OK | 129 | ||
| macos-oldrel | OK | 213 | ||
| windows-devel | OK | 68 | ||
| windows-release | OK | 61 | ||
| windows-oldrel | OK | 72 | ||
| wasm-release | OK | 95 |
Exports:biv_kldbiv_kld_discretebiv_kld_independent_weibullbiv_kld_matrixbiv_kld_normalbiv_kld_pareto2
Dependencies:FNNkernlabKernSmoothkslatticeMatrixmclustmgcvmulticoolmvtnormnlmepracmaRcpp
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Estimate Bivariate Kullback-Leibler Divergence | biv_kld |
| Exact Bivariate KL Divergence for Discrete Distributions | biv_kld_discrete |
| Pairwise Bivariate Kullback-Leibler Divergence | biv_kld_matrix |
| Exact KL Divergence Between Bivariate Normal Distributions | biv_kld_normal |
| Exact KL Divergence for Two Models from the Reference Paper | biv_kld_independent_weibull biv_kld_pareto2 model_kld |