Paket: r-cran-party (1.3-11-1)

[ Quellcode: r-cran-party  ]

GNU R laboratory for recursive partytioning

A computational toolbox for recursive partitioning. The core of the package is ctree(), an implementation of conditional inference trees which embed tree-structured regression models into a well defined theory of conditional inference procedures. This non-parametric class of regression trees is applicable to all kinds of regression problems, including nominal, ordinal, numeric, censored as well as multivariate response variables and arbitrary measurement scales of the covariates. Based on conditional inference trees, cforest() provides an implementation of Breiman's random forests. The function mob() implements an algorithm for recursive partitioning based on parametric models (e.g. linear models, GLMs or survival regression) employing parameter instability tests for split selection. Extensible functionality for visualizing tree-structured regression models is available. The methods are described in Hothorn et al. (2006) <doi:10.1198/106186006X133933>, Zeileis et al. (2008) <doi:10.1198/106186008X319331> and Strobl et al. (2007) <doi:10.1186/1471-2105-8-25>.

Andere Pakete mit Bezug zu r-cran-party

• dep: libblas3

  Grundlegende Unterprogramme für Lineare Algebra, gemeinsame Bibliothek

  oder libblas.so.3

  virtuelles Paket, bereitgestellt durch libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.17)

  GNU-C-Bibliothek: Laufzeitbibliotheken
  auch ein virtuelles Paket, bereitgestellt durch libc6-udeb

• dep: liblapack3

  Bibliothek von Routinen für Lineare Algebra (3) - gemeinsame Version

  oder liblapack.so.3

  virtuelles Paket, bereitgestellt durch libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: r-api-4.0

  virtuelles Paket, bereitgestellt durch r-base-core

• dep: r-base-core (>= 4.2.1-2)

  GNU R - System für statistische Berechnungen und Grafik - Kern

• dep: r-cran-coin (>= 1.1-0)

  GNU R package providing conditional inference procedures

• dep: r-cran-modeltools (>= 0.2-21)

  GNU R package providing a collection of tools to deal with statistical models

• dep: r-cran-mvtnorm (>= 1.0-2)

  GNU R package to compute multivariate Normal and T distributions

• dep: r-cran-sandwich (>= 1.1-1)

  GNU R package for model-robust standard error estimates

• dep: r-cran-strucchange

  GNU R package for structural change regression estimation

• dep: r-cran-survival (>= 2.37-7)

  GNU-R-Paket für Ereigniszeitanalysen

• dep: r-cran-zoo

  GNU R package for totally ordered indexed observations

• rec: r-cran-mlbench

  GNU R Machine Learning Benchmark Problems

• sug: r-cran-colorspace

  Farbraum-Manipulation mit GNU R

• sug: r-cran-ipred

  GNU R improved predictors

• sug: r-cran-mass

  GNU-R-Paket für MASS von Venables und Ripley

• sug: r-cran-randomforest

  GNU-R-Paket, das den Klassifikator Random Forest implementiert

• sug: r-cran-th.data (>= 1.0-3)

  GNU R package for datasets by Torsten Hothorn

• sug: r-cran-vcd

  GNU R Visualizing Categorical Data

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