Package: r-cran-riskregression (2023.12.21+ds-1 and others)

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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.

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Architecture	Version	Package Size	Installed Size	Files
alpha (unofficial port)	2023.12.21+ds-1	1,557.6 kB	2,240.0 kB	[list of files]
amd64	2023.12.21+ds-1	1,573.4 kB	2,164.0 kB	[list of files]
arm64	2023.12.21+ds-1+b1	1,557.5 kB	2,181.0 kB	[list of files]
armel	2023.12.21+ds-1	1,551.5 kB	2,159.0 kB	[list of files]
armhf	2023.12.21+ds-1	1,545.0 kB	1,955.0 kB	[list of files]
hppa (unofficial port)	2023.12.21+ds-1+b1	1,590.7 kB	2,287.0 kB	[list of files]
i386	2023.12.21+ds-1	1,596.4 kB	2,282.0 kB	[list of files]
ia64 (unofficial port)	2023.09.08+ds-1	1,612.5 kB	2,822.0 kB	[list of files]
loong64 (unofficial port)	2023.12.21+ds-1	1,549.8 kB	2,128.0 kB	[list of files]
m68k (unofficial port)	2023.12.21+ds-1	1,551.2 kB	2,111.0 kB	[list of files]
mips64el	2023.12.21+ds-1	1,534.4 kB	2,277.0 kB	[list of files]
ppc64 (unofficial port)	2023.12.21+ds-1	1,569.4 kB	2,373.0 kB	[list of files]
ppc64el	2023.12.21+ds-1	1,566.3 kB	2,304.0 kB	[list of files]
riscv64	2023.12.21+ds-1	1,575.9 kB	2,047.0 kB	[list of files]
s390x	2023.12.21+ds-1	1,588.3 kB	2,236.0 kB	[list of files]
sh4 (unofficial port)	2023.09.08+ds-1	1,621.8 kB	2,172.0 kB	[list of files]
sparc64 (unofficial port)	2023.12.21+ds-1	1,530.5 kB	2,568.0 kB	[list of files]
x32 (unofficial port)	2023.09.08+ds-1	1,574.1 kB	2,134.0 kB	[list of files]