| Name : R-Splinets
| |
| Version : 1.5.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp154.1.1
| Date : 2023-09-05 20:56:45
|
| Group : Development/Libraries/Other
| Source RPM : R-Splinets-1.5.0-lp154.1.1.src.rpm
|
| Size : 3.94 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Functional Data Analysis using Splines and Orthogonal Spline Bases
|
Description :
Splines are efficiently represented through their Taylor expansion at
the knots. The representation accounts for the support sets and is thus
suitable for sparse functional data. Two cases of boundary conditions
are considered: zero-boundary or periodic-boundary for all derivatives
except the last. The periodical splines are represented graphically
using polar coordinates. The B-splines and orthogonal bases of splines
that reside on small total support are implemented. The orthogonal
bases are referred to as \'splinets\' and are utilized for functional
data analysis. Random spline generator is implemented as well as all
fundamental algebraic and calculus operations on splines. The optimal,
in the least square sense, functional fit by \'splinets\' to data
consisting of sampled values of functions as well as splines build over
another set of knots is obtained and used for functional data analysis.
< arXiv:2102.00733>, < doi:10.1016/j.cam.2022.114444>,
< arXiv:2302.07552>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
