| Name : R-ITRLearn
| |
| Version : 1.0.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.13
| Date : 2024-06-14 11:14:44
|
| Group : Development/Libraries/Other
| Source RPM : R-ITRLearn-1.0.1-lp153.2.13.src.rpm
|
| Size : 0.06 MB
| |
| Packager : (none)
| |
| Summary : Statistical Learning for Individualized Treatment Regime
|
Description :
Maximin-projection learning (MPL, Shi, et al., 2018) is implemented for
recommending a meaningful and reliable individualized treatment regime
for future groups of patients based on the observed data from different
populations with heterogeneity in individualized decision making.
Q-learning and A-learning are implemented for estimating the groupwise
contrast function that shares the same marginal treatment effects. The
packages contains classical Q-learning and A-learning algorithms for a
single stage study as a byproduct. More functions will be added at
later versions.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
