| Name : R-CVEK
| |
| Version : 0.1.2
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.12
| Date : 2024-06-14 11:33:23
|
| Group : Development/Libraries/Other
| Source RPM : R-CVEK-0.1.2-lp153.2.12.src.rpm
|
| Size : 1.25 MB
| |
| Packager : (none)
| |
| Summary : Cross-Validated Kernel Ensemble
|
Description :
Implementation of Cross-Validated Kernel Ensemble (CVEK), a flexible
modeling framework for robust nonlinear regression and hypothesis
testing based on ensemble learning with kernel-ridge estimators
(Jeremiah et al. (2017) < arXiv:1710.01406> and Wenying et al. (2018)
< arXiv:1811.11025>). It allows user to conduct nonlinear regression
with minimal assumption on the function form by aggregating nonlinear
models generated from a diverse collection of kernel families. It also
provides utilities to test for the estimated nonlinear effect under
this ensemble estimator, using either the asymptotic or the bootstrap
version of a generalized score test.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
