Other packages > Find by keyword >

gps  

General P-Splines
View on CRAN: Click here


Download and install gps package within the R console
Install from CRAN:
install.packages("gps")

Install from Github:
library("remotes")
install_github("cran/gps")

Install by package version:
library("remotes")
install_version("gps", "1.2")



Attach the package and use:
library("gps")
Maintained by
Zheyuan Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-27
Latest Update: 2023-11-02
Description:
General P-splines are non-uniform B-splines penalized by a general difference penalty, proposed by Li and Cao (2022) . Constructible on arbitrary knots, they extend the standard P-splines of Eilers and Marx (1996) . They are also related to the O-splines of O'Sullivan (1986) 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) . It aims to facilitate other packages to implement P-splines or O-splines as a smoothing tool in their model estimation framework.
How to cite:
Zheyuan Li (2022). gps: General P-Splines. R package version 1.2, https://cran.r-project.org/web/packages/gps. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0 (2022-01-27 20:40), 1.1 (2023-04-30 18:20)
Other packages that cited gps R package
View gps citation profile
Other R packages that gps depends, imports, suggests or enhances
Complete documentation for gps
Functions, R codes and Examples using the gps R package
Some associated functions: DemoBS . DemoKnots . DemoNull . DemoPBS . DemoSpl . GramBS . MakeGrid . PlaceKnots . gps2GS . penalty . penutils . periodic . rspl . 
Some associated R codes: gps.R .  Full gps package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA