Package: jsdtools 0.1.0
jsdtools: Jensen-Shannon Divergence Estimation, Confidence Intervals, and Distribution Plots
Estimates Jensen-Shannon divergence (JSD) for quantifying distributional differences between two groups on a given variable. Supports both continuous and discrete variables, with tools for point estimation, bootstrap confidence intervals, and visualization of raw group-specific distributions.
Authors:
jsdtools_0.1.0.tar.gz
jsdtools_0.1.0.zip(r-4.7)jsdtools_0.1.0.zip(r-4.6)jsdtools_0.1.0.zip(r-4.5)
jsdtools_0.1.0.tgz(r-4.6-any)jsdtools_0.1.0.tgz(r-4.5-any)
jsdtools_0.1.0.tar.gz(r-4.7-any)jsdtools_0.1.0.tar.gz(r-4.6-any)
jsdtools_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
jsdtools/json (API)
| # Install 'jsdtools' in R: |
| install.packages('jsdtools', repos = c('https://yueqinhu.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:18be0ca38e. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 111 | ||
| source / vignettes | OK | 134 | ||
| linux-release-x86_64 | OK | 117 | ||
| macos-release-arm64 | OK | 114 | ||
| macos-oldrel-arm64 | OK | 85 | ||
| windows-devel | OK | 67 | ||
| windows-release | OK | 61 | ||
| windows-oldrel | OK | 69 | ||
| wasm-release | OK | 79 |
Exports:fixed_rangejsdjsd_cijsd_continuousjsd_continuous_cijsd_discretejsd_discrete_ciplot_continuousplot_discreteplot_dist
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fixed integration range for continuous JSD | fixed_range |
| Estimate Jensen-Shannon divergence | jsd |
| Bootstrap confidence interval for Jensen-Shannon divergence | jsd_ci |
| Estimate JSD for continuous variables | jsd_continuous |
| Bootstrap confidence interval for continuous JSD | jsd_continuous_ci |
| Estimate JSD for discrete variables | jsd_discrete |
| Bootstrap confidence interval for discrete JSD | jsd_discrete_ci |
| Plot two continuous distributions | plot_continuous |
| Plot two discrete distributions with overlap | plot_discrete |
| Plot two-group distributions | plot_dist |
