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 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:45), 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

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  
noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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