Package: PTT 1.0
Li Ma
PTT: Pólya Tree Type Models
Fits Bayesian nonparametric models based on Pólya tree processes, including adaptive Pólya trees, Markov adaptive Pólya trees, optional Pólya trees, and their conditional-density counterparts. Methods are described in Ma (2017) <doi:10.1214/16-BA1021>, Ma (2017) <doi:10.1214/17-EJS1254>, and Wong and Ma (2010) <doi:10.1214/09-AOS755>.
Authors:
PTT_1.0.tar.gz
PTT_1.0.tar.gz(r-4.7-arm64)PTT_1.0.tar.gz(r-4.7-x86_64)PTT_1.0.tar.gz(r-4.6-arm64)PTT_1.0.tar.gz(r-4.6-x86_64)
PTT_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
PTT/json (API)
| # Install 'PTT' in R: |
| install.packages('PTT', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mastatlab/ptt/issues
Last updated from:f3dd1f0a6f. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 115 | ||
| linux-devel-x86_64 | OK | 139 | ||
| source / vignettes | OK | 192 | ||
| linux-release-arm64 | OK | 108 | ||
| linux-release-x86_64 | OK | 129 | ||
| wasm-release | OK | 143 |
Exports:aptcond.aptcond.optoptplot_partitionplot_roc_curveplot.partplot.roc
Dependencies:RcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fit an Adaptive Pólya Tree | apt |
| Fit a Conditional Adaptive Pólya Tree | cond.apt |
| Fit a Conditional Optional Pólya Tree | cond.opt |
| Fit an Optional Pólya Tree | opt |
| Plot a Two-Dimensional Partition | plot.part plot_partition |
| Plot an Empirical ROC Curve | plot.roc plot_roc_curve |