| Name : R-plsdof
| |
| Version : 0.3.2
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.2.7
| Date : 2024-06-14 11:11:38
|
| Group : Development/Libraries/Other
| Source RPM : R-plsdof-0.3.2-lp153.2.7.src.rpm
|
| Size : 0.21 MB
| |
| Packager : (none)
| |
| Summary : Degrees of Freedom and Statistical Inference for Partial Least Squares Regression
|
Description :
The plsdof package provides Degrees of Freedom estimates for Partial
Least Squares (PLS) Regression. Model selection for PLS is based on
various information criteria (aic, bic, gmdl) or on cross-validation.
Estimates for the mean and covariance of the PLS regression
coefficients are available. They allow the construction of approximate
confidence intervals and the application of test procedures (Kramer and
Sugiyama 2012 < doi:10.1198/jasa.2011.tm10107>). Further,
cross-validation procedures for Ridge Regression and Principal
Components Regression are available.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
