Paket: r-cran-riskregression (2023.12.21+ds-1 und andere)

[ Quellcode: r-cran-riskregression  ]

GNU R Risk Regression Models and Prediction Scores for Survival

Analysis with Competing Risks Implementation of the following methods for event history analysis. Risk regression models for survival endpoints also in the presence of competing risks are fitted using binomial regression based on a time sequence of binary event status variables. A formula interface for the Fine-Gray regression model and an interface for the combination of cause-specific Cox regression models. A toolbox for assessing and comparing performance of risk predictions (risk markers and risk prediction models). Prediction performance is measured by the Brier score and the area under the ROC curve for binary possibly time-dependent outcome. Inverse probability of censoring weighting and pseudo values are used to deal with right censored data. Lists of risk markers and lists of risk models are assessed simultaneously. Cross-validation repeatedly splits the data, trains the risk prediction models on one part of each split and then summarizes and compares the performance across splits.

Andere Pakete mit Bezug zu r-cran-riskregression

• dep: libblas3

  Grundlegende Unterprogramme für Lineare Algebra, gemeinsame Bibliothek

  oder libblas.so.3

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

• dep: libc6 (>= 2.27) [riscv64]

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

  dep: libc6 (>= 2.29) [nicht riscv64]

• dep: libgcc-s1 (>= 3.0) [nicht armel, armhf, riscv64]

  GCC Support-Bibliothek

  dep: libgcc-s1 (>= 3.4) [riscv64]

  dep: libgcc-s1 (>= 3.5) [armel, armhf]

• dep: libstdc++6 (>= 13.1) [nicht arm64]

  GNU-Implementierung der Standard-C++-Bibliothek (Version 3)

  dep: libstdc++6 (>= 14) [arm64]

• dep: r-api-4.0

  virtuelles Paket, bereitgestellt durch r-base-core

• dep: r-cran-cmprsk

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• dep: r-cran-data.table (>= 1.12.2)

  GNU R - Erweiterung von data.frame()

• dep: r-cran-doparallel

  GNU R foreach parallel adaptor for the parallel package

• dep: r-cran-foreach

  GNU R foreach looping support

• dep: r-cran-ggplot2 (>= 3.1.0)

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• dep: r-cran-lattice

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• dep: r-cran-lava (>= 1.6.5)

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• dep: r-cran-mvtnorm

  GNU R package to compute multivariate Normal and T distributions

• dep: r-cran-plotrix

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• dep: r-cran-prodlim (>= 2018.4.18)

  GNU R product-limit estimation for Censored Event History Analysis

• dep: r-cran-publish

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• dep: r-cran-ranger

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• dep: r-cran-rcpp

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• dep: r-cran-rcpparmadillo

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• dep: r-cran-rms (>= 5.1.3)

  GNU R regression modeling strategies by Frank Harrell

• dep: r-cran-survival (>= 2.44.1)

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• dep: r-cran-timereg (>= 1.9.3)

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• rec: r-cran-boot

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• rec: r-cran-gbm

  Paket nicht verfügbar

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• rec: r-cran-mgcv

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• rec: r-cran-nnls

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• rec: r-cran-numderiv

  GNU R package for accurate numerical derivatives

• rec: r-cran-party

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• rec: r-cran-pec

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• rec: r-cran-proc

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• rec: r-cran-r.rsp

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• rec: r-cran-randomforest

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

• rec: r-cran-rpart

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• rec: r-cran-smcfcs

  Paket nicht verfügbar

• rec: r-cran-testthat

  GNU R testsuite

r-cran-riskregression herunterladen

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Architektur	Version	Paketgröße	Größe (installiert)	Dateien
amd64	2023.12.21+ds-1	1.573,4 kB	2.164,0 kB	[Liste der Dateien]
arm64	2023.12.21+ds-1+b1	1.557,5 kB	2.181,0 kB	[Liste der Dateien]
armel	2023.12.21+ds-1	1.551,5 kB	2.159,0 kB	[Liste der Dateien]
armhf	2023.12.21+ds-1	1.545,0 kB	1.955,0 kB	[Liste der Dateien]
i386	2023.12.21+ds-1	1.596,4 kB	2.282,0 kB	[Liste der Dateien]
mips64el	2023.12.21+ds-1	1.534,4 kB	2.277,0 kB	[Liste der Dateien]
ppc64el	2023.12.21+ds-1	1.566,3 kB	2.304,0 kB	[Liste der Dateien]
riscv64	2023.12.21+ds-1	1.575,9 kB	2.047,0 kB	[Liste der Dateien]
s390x	2023.12.21+ds-1	1.588,3 kB	2.236,0 kB	[Liste der Dateien]