| Name : R-riskRegression
| |
| Version : 2023.12.21
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp155.3.5
| Date : 2024-09-12 11:01:21
|
| Group : Development/Libraries/Other
| Source RPM : R-riskRegression-2023.12.21-lp155.3.5.src.rpm
|
| Size : 2.13 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks
|
Description :
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.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
