| Name : R-gps
| |
| Version : 1.2
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.1.4
| Date : 2024-06-14 11:09:41
|
| Group : Development/Libraries/Other
| Source RPM : R-gps-1.2-lp153.1.4.src.rpm
|
| Size : 0.24 MB
| |
| Packager : (none)
| |
| Summary : General P-Splines
|
Description :
General P-splines are non-uniform B-splines penalized by a general
difference penalty, proposed by Li and Cao (2022) < arXiv:2201.06808>.
Constructible on arbitrary knots, they extend the standard P-splines of
Eilers and Marx (1996) < doi:10.1214/ss/1038425655>. They are also
related to the O-splines of O\'Sullivan (1986)
< doi:10.1214/ss/1177013525> via a sandwich formula that links a general
difference penalty to a derivative penalty. The package includes
routines for setting up and handling difference and derivative
penalties. It also fits P-splines and O-splines to (x, y) data
(optionally weighted) for a grid of smoothing parameter values in the
automatic search intervals of Li and Cao (2023)
< doi:10.1007/s11222-022-10178-z>. It aims to facilitate other packages
to implement P-splines or O-splines as a smoothing tool in their model
estimation framework.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
