软件包：r-cran-riskregression（2022.11.28+ds-1）

[ 源代码： 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.

其他与 r-cran-riskregression 有关的软件包

• dep: libblas3

  Basic Linear Algebra Reference implementations, shared library

  或者 libblas.so.3

  本虚包由这些包填实： libatlas3-base, libblas3, libblis4-openmp, libblis4-pthread, libblis4-serial, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial

• dep: libc6 (>= 2.29)

  GNU C 语言运行库：共享库
  同时作为一个虚包由这些包填实： libc6-udeb

• dep: libgcc-s1 (>= 3.5)

  GCC 支持库

• dep: libgomp1 (>= 4.9)

  GCC OpenMP（GOMP）支持库

• dep: libstdc++6 (>= 11)

  GNU 标准 C++ 库，第3版

• dep: r-api-4.0

  本虚包由这些包填实： r-base-core

• dep: r-base-core (>= 4.2.2.20221110-1)

  GNU R core of statistical computation and graphics system

• dep: r-cran-cmprsk

  GNU R subdistribution analysis of competing risks

• dep: r-cran-data.table (>= 1.12.2)

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• dep: r-cran-doparallel

  GNU R foreach parallel adaptor for the parallel package

• dep: r-cran-foreach

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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-mets

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• dep: r-cran-mvtnorm

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• dep: r-cran-plotrix

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• dep: r-cran-prodlim (>= 2018.4.18)

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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)

  GNU R package for survival analysis

• dep: r-cran-timereg (>= 1.9.3)

  GNU R flexible regression models for survival data

• rec: r-cran-testthat

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• sug: r-cran-boot

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• sug: r-cran-gbm

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• sug: r-cran-glmnet

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• sug: r-cran-mgcv

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• sug: r-cran-nnls

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• sug: r-cran-numderiv

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• sug: r-cran-party

  GNU R laboratory for recursive partytioning

• sug: r-cran-pec

  GNU R Prediction Error Curves for risk prediction models in survival

• sug: r-cran-proc

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• sug: r-cran-r.rsp

  Dynamic Generation of Scientific Reports

• sug: r-cran-randomforest

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