软件包：r-cran-riskregression（2023.12.21+ds-1 以及其他的）

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主页 [cran.r-project.org]

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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

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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 (>= 2.27) [riscv64]

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: libc6 (>= 2.29) [除 alpha, ia64, riscv64, sh4]

dep: libc6 (>= 2.37) [sh4]
dep: libc6.1 (>= 2.29) [alpha]

GNU C 语言运行库：共享库
同时作为一个虚包由这些包填实： libc6.1-udeb

dep: libc6.1 (>= 2.37) [ia64]
dep: libgcc-s1 (>= 3.0) [amd64, arm64, i386, mips64el, ppc64, ppc64el, s390x, x32]

GCC 支持库

dep: libgcc-s1 (>= 3.4) [alpha, riscv64, sh4, sparc64]

dep: libgcc-s1 (>= 3.5) [armel, armhf]
dep: libgcc-s2 (>= 4.2.1) [m68k]

GCC 支持库
dep: libgcc-s4 (>= 4.1.1) [hppa]

GCC 支持库
dep: libgfortran5 (>= 8) [sparc64]

Runtime library for GNU Fortran applications
dep: liblapack3 [sparc64]

Library of linear algebra routines 3 - shared version

或者 liblapack.so.3

本虚包由这些包填实： libatlas3-base, liblapack3, libopenblas0-openmp, libopenblas0-pthread, libopenblas0-serial
dep: libstdc++6 (>= 13.1)

GNU 标准 C++ 库，第3版
dep: libunwind8 [ia64]

library to determine the call-chain of a program - runtime
dep: r-api-4.0

本虚包由这些包填实： r-base-core
dep: r-cran-cmprsk

GNU R subdistribution analysis of competing risks
dep: r-cran-data.table (>= 1.12.2)

GNU R extension of 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)

implementation of the Grammar of Graphics
dep: r-cran-lattice

GNU R package for 'Trellis' graphics
dep: r-cran-lava (>= 1.6.5)

GNU R latent variable models
dep: r-cran-mets

GNU R analysis of multivariate event times
dep: r-cran-mvtnorm

GNU R package to compute multivariate Normal and T distributions
dep: r-cran-plotrix

GNU R package providing various plotting functions
dep: r-cran-prodlim (>= 2018.4.18)

GNU R product-limit estimation for Censored Event History Analysis
dep: r-cran-publish

GNU R format output of various routines
dep: r-cran-ranger

Fast Implementation of Random Forests
dep: r-cran-rcpp

GNU R package for Seamless R and C++ Integration
dep: r-cran-rcpparmadillo

GNU R package for Armadillo C++ linear algebra library
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-boot

GNU R package for bootstrapping functions from Davison and Hinkley
rec: r-cran-gbm

GNU R package providing Generalized Boosted Regression Models
rec: r-cran-glmnet

Lasso and Elastic-Net Regularized Generalized Linear Models
rec: r-cran-mgcv

GNU R package for multiple parameter smoothing estimation
rec: r-cran-nnls

GNU R package for non-negative least squares (the Lawson-Hanson algorithm)
rec: r-cran-numderiv

GNU R package for accurate numerical derivatives
rec: r-cran-party

GNU R laboratory for recursive partytioning
rec: r-cran-pec

GNU R Prediction Error Curves for risk prediction models in survival
rec: r-cran-proc

Display and Analyze ROC Curves
rec: r-cran-r.rsp

Dynamic Generation of Scientific Reports
rec: r-cran-randomforest

GNU R package implementing the random forest classificator
rec: r-cran-rpart

GNU R package for recursive partitioning and regression trees
rec: r-cran-smcfcs

GNU R multiple imputation of Covariates by substantive model
rec: r-cran-testthat

GNU R testsuite

下载 r-cran-riskregression

下载可用于所有硬件架构的
硬件架构	版本	软件包大小	安装后大小	文件
alpha （非官方移植版）	2023.12.21+ds-1	1,557.6 kB	2,240.0 kB	[文件列表]
amd64	2023.12.21+ds-1	1,573.4 kB	2,164.0 kB	[文件列表]
arm64	2023.12.21+ds-1	1,534.8 kB	2,112.0 kB	[文件列表]
armel	2023.12.21+ds-1	1,551.5 kB	2,159.0 kB	[文件列表]
armhf	2023.12.21+ds-1	1,545.0 kB	1,955.0 kB	[文件列表]
hppa （非官方移植版）	2023.12.21+ds-1	1,566.0 kB	2,205.0 kB	[文件列表]
i386	2023.12.21+ds-1	1,596.4 kB	2,282.0 kB	[文件列表]
ia64 （非官方移植版）	2023.09.08+ds-1	1,612.5 kB	2,822.0 kB	[文件列表]
m68k （非官方移植版）	2023.12.21+ds-1	1,551.2 kB	2,111.0 kB	[文件列表]
mips64el	2023.12.21+ds-1	1,534.4 kB	2,277.0 kB	[文件列表]
ppc64 （非官方移植版）	2023.12.21+ds-1	1,569.4 kB	2,373.0 kB	[文件列表]
ppc64el	2023.12.21+ds-1	1,566.3 kB	2,304.0 kB	[文件列表]
riscv64	2023.12.21+ds-1	1,575.9 kB	2,047.0 kB	[文件列表]
s390x	2023.12.21+ds-1	1,588.3 kB	2,236.0 kB	[文件列表]
sh4 （非官方移植版）	2023.09.08+ds-1	1,621.8 kB	2,172.0 kB	[文件列表]
sparc64 （非官方移植版）	2023.12.21+ds-1	1,530.5 kB	2,568.0 kB	[文件列表]
x32 （非官方移植版）	2023.09.08+ds-1	1,574.1 kB	2,134.0 kB	[文件列表]