Other packages > Find by keyword >

SOP  

Generalised Additive P-Spline Regression Models Estimation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SOP", "1.0-1")



Attach the package and use:
library("SOP")
Maintained by
Maria Xose Rodriguez-Alvarez
[Scholar Profile | Author Map]
First Published: 2021-07-14
Latest Update: 2023-09-15
Description:
Generalised additive P-spline regression models estimation using the separation of overlapping precision matrices (SOP) method. Estimation is based on the equivalence between P-splines and linear mixed models, and variance/smoothing parameters are estimated based on restricted maximum likelihood (REML). The package enables users to estimate P-spline models with overlapping penalties. Based on the work described in Rodriguez-Alvarez et al. (2015) <doi:10.1007/s11222-014-9464-2>; Rodriguez-Alvarez et al. (2019) <doi:10.1007/s11222-018-9818-2>, and Eilers and Marx (1996) <doi:10.1214/ss/1038425655>.
How to cite:
Maria Xose Rodriguez-Alvarez (2021). SOP: Generalised Additive P-Spline Regression Models Estimation. R package version 1.0-1, https://cran.r-project.org/web/packages/SOP. Accessed 20 Apr. 2025.
Previous versions and publish date:
1.0 (2021-07-14 10:40)
Other packages that cited SOP R package
View SOP citation profile
Other R packages that SOP depends, imports, suggests or enhances
Complete documentation for SOP
Functions, R codes and Examples using the SOP R package
Some associated functions: SOP-package . ad . f . plot.sop . predict.sop . print.sop . rae . sop.control . sop.fit . sop . summary.sop . 
Some associated R codes: Auxiliar.R . plot.sop.R . predict.sop.R . print.sop.R . print.summary.sop.R . sop.R . sop.control.R . sop.fit.R . summary.sop.R .  Full SOP package functions and examples
Downloads during the last 30 days
03/2103/2203/2303/2403/2503/2603/2703/2803/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/18Downloads for SOP051015202530TrendBars

Today's Hot Picks in Authors and Packages

jsonlite  
A Simple and Robust JSON Parser and Generator for R
A reasonably fast JSON parser and generator, optimized for statistical data and the web. Offers sim ...
Download / Learn more Package Citations See dependency  
negligible  
A Collection of Functions for Negligible Effect/Equivalence Testing
Researchers often want to evaluate whether there is a negligible relationship among variables. The ...
Download / Learn more Package Citations See dependency  
appler  
'Apple App Store' and 'iTunes' Data Extraction
Using 'Apple App Store' web scraping and 'iTunes' API ...
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  
japanstat  
Tools for Easy Use of 'e-Stat' API
Provides tools for using the API of 'e-Stat' (), a portal site for Japane ...
Download / Learn more Package Citations See dependency  
paramhetero  
Numeric and Visual Comparisons of Heterogeneity in Parametric Models
Performs statistical tests to compare coefficients and residual variance across models. Also provid ...
Download / Learn more Package Citations See dependency  

24,098

R Packages

207,311

Dependencies

65,069

Author Associations

24,013

Publication Badges

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