| Name : R-StabilizedRegression
| |
| Version : 1.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.6.7
| Date : 2024-06-14 11:57:22
|
| Group : Development/Libraries/Other
| Source RPM : R-StabilizedRegression-1.1-lp153.6.7.src.rpm
|
| Size : 0.13 MB
| |
| Packager : (none)
| |
| Summary : Stabilizing Regression and Variable Selection
|
Description :
Contains an implementation of \'StabilizedRegression\', a regression
framework for heterogeneous data introduced in Pfister et al. (2021)
< arXiv:1911.01850>. The procedure uses averaging to estimate a
regression of a set of predictors X on a response variable Y by
enforcing stability with respect to a given environment variable. The
resulting regression leads to a variable selection procedure which
allows to distinguish between stable and unstable predictors. The
package further implements a visualization technique which illustrates
the trade-off between stability and predictiveness of individual
predictors.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
