Package: disttree 0.2-0
Lisa Schlosser
disttree: Trees and Forests for Distributional Regression
Infrastructure for fitting distributional regression trees and forests based on maximum-likelihood estimation of parameters for specified distribution families, for example from the GAMLSS family.
Authors:
disttree_0.2-0.tar.gz
disttree_0.2-0.zip(r-4.5)disttree_0.2-0.zip(r-4.4)disttree_0.2-0.zip(r-4.3)
disttree_0.2-0.tgz(r-4.4-any)disttree_0.2-0.tgz(r-4.3-any)
disttree_0.2-0.tar.gz(r-4.5-noble)disttree_0.2-0.tar.gz(r-4.4-noble)
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disttree.pdf |disttree.html✨
disttree/json (API)
| # Install 'disttree' in R: |
| install.packages('disttree', repos = c('https://zeileis.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://r-forge.r-project.org/projects/partykit
- RainAxams - Observations and covariates for station Axams
Last updated 1 months agofrom:4309c9bb28. Checks:OK: 1 ERROR: 6. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 16 2024 |
| R-4.5-win | ERROR | Sep 16 2024 |
| R-4.5-linux | ERROR | Sep 16 2024 |
| R-4.4-win | ERROR | Sep 16 2024 |
| R-4.4-mac | ERROR | Sep 16 2024 |
| R-4.3-win | ERROR | Sep 16 2024 |
| R-4.3-mac | ERROR | Sep 16 2024 |
Exports:dist_binomialdist_crchdist_exponentialdist_gammadist_gaussiandist_list_cens_normaldist_list_hurdle_normaldist_list_normaldist_list_trunc_normaldist_poissondist_weibulldist_ztnbinomdistfamilydistfitdistforestdisttreedisttree_controlgetSummary.distfit
Dependencies:Formulagamlss.distinumlatticelibcoinMASSMatrixmvtnormpartykitrpartsandwichsurvivalzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Preparation of family object of class 'disttree.family' as employed in 'distfit', 'disttree', and 'distforest' | distfamily |
| Maximum-Likelihood Fitting of Parametric Distributions | bread.distfit coef.distfit confint.distfit distfit estfun.distfit getSummary.distfit logLik.distfit nobs.distfit plot.distfit predict.distfit print.distfit print.summary.distfit residuals.distfit summary.distfit vcov.distfit |
| Distributional Regression Forests | distforest gettree.distforest logLik.distforest predict.distforest varimp.distforest |
| Distributional Regression Tree | coef.disttree disttree fitted.disttree logLik.disttree predict.disttree print.disttree |
| Auxiliary Function for Controlling 'disttree' Fitting | disttree_control |
| Family List Generating Functions | dist_binomial dist_crch dist_exponential dist_gamma dist_gaussian dist_list_cens_normal dist_list_hurdle_normal dist_list_normal dist_list_trunc_normal dist_poisson dist_weibull dist_ztnbinom family.disttree |
| Observations and covariates for station Axams | RainAxams |