all options
bullseye  ] [  bookworm  ] [  trixie  ] [  sid  ]
[ Source: r-cran-party  ]

Package: r-cran-party (1.3-5-1)

Links for r-cran-party

Screenshot

Debian Resources:

Download Source Package r-cran-party:

Maintainers:

External Resources:

Similar packages:

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>.

Other Packages Related to r-cran-party

  • depends
  • recommends
  • suggests
  • enhances

Download r-cran-party

Download for all available architectures
Architecture Package Size Installed Size Files
arm64 1,134.2 kB1,462.0 kB [list of files]