Paket: r-cran-party (1.3-3-1)
Links für r-cran-party
Trisquel-Ressourcen:
Quellcode-Paket r-cran-party herunterladen:
Betreuer:
Original Maintainers:
- Debian R Packages Maintainers
- Andreas Tille
Externe Ressourcen:
- Homepage [cran.r-project.org]
Ähnliche Pakete:
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
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- dep: libblas3
- Basic Linear Algebra Reference implementations, shared library
- oder libblas.so.3
- virtuelles Paket, bereitgestellt durch libatlas3-base, libblas3, libblis3-openmp, libblis3-pthread, libblis3-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
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- dep: libc6 (>= 2.14)
- GNU C Library: Shared libraries
auch ein virtuelles Paket, bereitgestellt durch libc6-udeb
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- dep: liblapack3
- Library of linear algebra routines 3 - shared version
- oder liblapack.so.3
- virtuelles Paket, bereitgestellt durch libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
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- dep: r-api-3.5
- virtuelles Paket, bereitgestellt durch r-base-core
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- dep: r-base-core (>= 3.6.1-2)
- GNU R core of statistical computation and graphics system
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- dep: r-cran-coin (>= 1.1-0)
- GNU R package providing conditional inference procedures
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- dep: r-cran-modeltools (>= 0.2-21)
- GNU R package providing a collection of tools to deal with statistical models
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- dep: r-cran-mvtnorm (>= 1.0-2)
- GNU R package to compute multivariate Normal and T distributions
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- dep: r-cran-sandwich (>= 1.1-1)
- GNU R package for model-robust standard error estimates
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- dep: r-cran-strucchange
- GNU R package for structural change regression estimation
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- dep: r-cran-survival (>= 2.37-7)
- GNU R package for survival analysis
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- dep: r-cran-zoo
- GNU R package for totally ordered indexed observations
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- rec: r-cran-mlbench
- GNU R Machine Learning Benchmark Problems
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- sug: r-cran-colorspace
- GNU R Color Space Manipulation
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- sug: r-cran-ipred
- GNU R improved predictors
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- sug: r-cran-mass
- GNU R package of Venables and Ripley's MASS
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- sug: r-cran-th.data (>= 1.0-3)
- GNU R package for datasets by Torsten Hothorn
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- sug: r-cran-vcd
- GNU R Visualizing Categorical Data
r-cran-party herunterladen
Architektur | Paketgröße | Größe (installiert) | Dateien |
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amd64 | 1.065,6 kB | 1391 kB | [Liste der Dateien] |