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:Lisa Schlosser [aut, cre], Moritz N. Lang [aut], Torsten Hothorn [aut], Achim Zeileis [aut]

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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'))

Peer review:

Bug tracker:https://r-forge.r-project.org/projects/partykit

Datasets:
  • RainAxams - Observations and covariates for station Axams

On CRAN:

2.80 score 5 scripts 18 exports 13 dependencies

Last updated 15 days agofrom:0f02bbad0d. Checks:OK: 1 ERROR: 6. Indexed: no.

TargetResultDate
Doc / VignettesOKNov 06 2024
R-4.5-winERRORNov 06 2024
R-4.5-linuxERRORNov 06 2024
R-4.4-winERRORNov 06 2024
R-4.4-macERRORNov 06 2024
R-4.3-winERRORNov 06 2024
R-4.3-macERRORNov 06 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 pageTopics
Preparation of family object of class 'disttree.family' as employed in 'distfit', 'disttree', and 'distforest'distfamily
Maximum-Likelihood Fitting of Parametric Distributionsbread.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 Forestsdistforest gettree.distforest logLik.distforest predict.distforest varimp.distforest
Distributional Regression Treecoef.disttree disttree fitted.disttree logLik.disttree predict.disttree print.disttree
Auxiliary Function for Controlling 'disttree' Fittingdisttree_control
Family List Generating Functionsdist_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 AxamsRainAxams