| Name : R-JICO
| |
| Version : 0.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.5
| Date : 2024-06-14 11:24:49
|
| Group : Development/Libraries/Other
| Source RPM : R-JICO-0.0-lp153.1.5.src.rpm
|
| Size : 0.06 MB
| |
| Packager : (none)
| |
| Summary : Joint and Individual Regression
|
Description :
Implements the JICO algorithm [Wang, P., Wang, H., Li, Q., Shen, D., &
Liu, Y. (2022). < arXiv:2209.12388>], which solves the multi-group
regression problem. The algorithm decomposes the responses from
multiple groups into shared and group-specific components, which are
driven by low-rank approximations of joint and individual structures
from the covariates respectively. It provides the implementation of the
algorithm so solve the iterative continuum regression problem with
fixed rank selection, as well as the cross-validation function to
perform hyperparameter tuning.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
