Pakket: r-cran-riskregression (2023.12.21+ds-1 en anderen)

[ Bron: 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 aan r-cran-riskregression gerelateerde pakketten

• dep: libblas3

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  of libblas.so.3

  virtueel pakket geboden door libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.27) [riscv64]

  GNU C Bibliotheek: Gedeelde bibliotheken
  Ook een virtueel pakket geboden door: libc6-udeb

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

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

  GCC support bibliotheek

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

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

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

  GNU Standard C++ Library v3

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

• dep: r-api-4.0

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• dep: r-cran-cmprsk

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• dep: r-cran-data.table (>= 1.12.2)

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• 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

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• dep: r-cran-prodlim (>= 2018.4.18)

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• dep: r-cran-rms (>= 5.1.3)

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• 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-party

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r-cran-riskregression downloaden

Pakket downloaden voor alle beschikbare platforms

Platform	Versie	Pakketgrootte	Geïnstalleerde grootte	Bestanden
amd64	2023.12.21+ds-1	1.573,4 kB	2.164,0 kB	[overzicht]
arm64	2023.12.21+ds-1+b1	1.557,5 kB	2.181,0 kB	[overzicht]
armel	2023.12.21+ds-1	1.551,5 kB	2.159,0 kB	[overzicht]
armhf	2023.12.21+ds-1	1.545,0 kB	1.955,0 kB	[overzicht]
i386	2023.12.21+ds-1	1.596,4 kB	2.282,0 kB	[overzicht]
mips64el	2023.12.21+ds-1	1.534,4 kB	2.277,0 kB	[overzicht]
ppc64el	2023.12.21+ds-1	1.566,3 kB	2.304,0 kB	[overzicht]
riscv64	2023.12.21+ds-1	1.575,9 kB	2.047,0 kB	[overzicht]
s390x	2023.12.21+ds-1	1.588,3 kB	2.236,0 kB	[overzicht]