Introduction | Circular regression models | Distribution trees for a von Mises distribution | Summary
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codeberg-thothorn. To fix this you can add URL: https://zeileis.r-universe.dev/circtree to the package DESCRIPTION file. See also theR-universe documentation.Package: circtree 0.1-0
Moritz N. Lang
circtree: Regression Trees and Forests for Circular Responses
Infrastructure for fitting distributional trees and forests based on maximum-likelihood estimation of parameters for a circular response, as well as regression methods for a circular response based on maximum-likelihood estimation are provided. For both approaches the von Mises distribution is employed as circular response distribution.
Authors:
circtree_0.1-0.tar.gz
circtree_0.1-0.zip(r-4.7-x86_64)circtree_0.1-0.zip(r-4.6-x86_64)circtree_0.1-0.zip(r-4.5-x86_64)
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manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
circtree/json (API)
| # Install 'circtree' in R: |
| install.packages('circtree', repos = c('https://zeileis.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://codeberg.org/thothorn/partykit
Last updated from:f71fb67021. Checks:7 ERROR, 1 OK, 7 FAIL. Indexed: no.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | ERROR | 174 | ||
| linux-devel-x86_64 | ERROR | 146 | ||
| source / vignettes | OK | 313 | ||
| linux-release-arm64 | ERROR | 124 | ||
| linux-release-x86_64 | ERROR | 163 | ||
| macos-release-arm64 | FAIL | 97 | ||
| macos-release-x86_64 | FAIL | 130 | ||
| macos-oldrel-arm64 | FAIL | 86 | ||
| macos-oldrel-x86_64 | FAIL | 181 | ||
| windows-devel-arm64 | FAIL | 145 | ||
| windows-devel-x86_64 | ERROR | 141 | ||
| windows-release-arm64 | FAIL | 211 | ||
| windows-release-x86_64 | ERROR | 90 | ||
| windows-oldrel-x86_64 | ERROR | 105 | ||
| wasm-release | FAIL | 104 |
Exports:circfitcircforestcircmaxcircmax_controlcircmax_fitcircmax_simulatecirctreecirctree_simulatedist_vonmisesdvonmisesvonmises_bamlss
Dependencies:bootcircularcliclueclusterdisttreefarverFormulagamlss.distgluegridGraphicsinumlabelinglatex2explatticelibcoinlifecycleMASSMatrixmovMFmvtnormpartykitR6RColorBrewerrlangrpartsandwichscalesskmeansslamstrucchangesurvivalviridisLitezoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Maximum-Likelihood Fitting for a Circular Response | circfit |
| Distributional Regression Forests for a Circular Response | circforest logLik.circforest predict.circforest varimp.circforest |
| Circular Regression with Maximum Likelihood Estimation | circmax circmax_control circmax_fit |
| Simulated Data Set for 'circmax' | circmax_simulate |
| Distributional Regression Tree for a Circular Response | circtree coef.circtree logLik.circtree predict.circtree print.circtree |
| Simulated Data Set for 'circtree' | circtree_simulate |
| Methods for CIRCMAX Objects | coef.circmax estfun.circmax logLik.circmax model.frame.circmax model.matrix.circmax print.circmax terms.circmax vcov.circmax |
| Von Mises Family 'Dist-List' for 'disttree'. | dist_vonmises |
| Von Mises Density | dvonmises |
| Plotting a Regression Tree with a Circular Response (under development). | plot.circtree |
| Predicted/Fitted Values for CIRCMAX Fits | predict.circmax |
| Von Mises Family for 'bamlss'. | vonmises_bamlss |