| Name : R-PredictABEL
| |
| Version : 1.2.4
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp154.28.1
| Date : 2024-06-10 10:17:03
|
| Group : Development/Libraries/Other
| Source RPM : R-PredictABEL-1.2.4-lp154.28.1.src.rpm
|
| Size : 0.21 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Assessment of Risk Prediction Models
|
Description :
We included functions to assess the performance of risk models. The
package contains functions for the various measures that are used in
empirical studies, including univariate and multivariate odds ratios
(OR) of the predictors, the c-statistic (or area under the receiver
operating characteristic (ROC) curve (AUC)), Hosmer-Lemeshow goodness
of fit test, reclassification table, net reclassification improvement
(NRI) and integrated discrimination improvement (IDI). Also included
are functions to create plots, such as risk distributions, ROC curves,
calibration plot, discrimination box plot and predictiveness curves. In
addition to functions to assess the performance of risk models, the
package includes functions to obtain weighted and unweighted risk
scores as well as predicted risks using logistic regression analysis.
These logistic regression functions are specifically written for models
that include genetic variables, but they can also be applied to models
that are based on non-genetic risk factors only. Finally, the package
includes function to construct a simulated dataset with genotypes,
genetic risks, and disease status for a hypothetical population, which
is used for the evaluation of genetic risk models.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
