| Name : R-sharp
| |
| Version : 1.4.6
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp154.4.1
| Date : 2024-07-08 13:48:53
|
| Group : Development/Libraries/Other
| Source RPM : R-sharp-1.4.6-lp154.4.1.src.rpm
|
| Size : 3.02 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Stability-enHanced Approaches using Resampling Procedures
|
Description :
In stability selection (N Meinshausen, P Bühlmann (2010)
< doi:10.1111/j.1467-9868.2010.00740.x>) and consensus clustering (S
Monti et al (2003) < doi:10.1023/A:1023949509487>), resampling
techniques are used to enhance the reliability of the results. In this
package, hyper-parameters are calibrated by maximising model stability,
which is measured under the null hypothesis that all selection (or
co-membership) probabilities are identical (B Bodinier et al (2023a)
< doi:10.1093/jrsssc/qlad058> and B Bodinier et al (2023b)
< doi:10.1093/bioinformatics/btad635>). Functions are readily
implemented for the use of LASSO regression, sparse PCA, sparse (group)
PLS or graphical LASSO in stability selection, and hierarchical
clustering, partitioning around medoids, K means or Gaussian mixture
models in consensus clustering.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
