Other packages > Find by keyword >

PFLR  

Estimating Penalized Functional Linear Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("PFLR", "1.1.0")



Attach the package and use:
library("PFLR")
Maintained by
Haolun Shi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-07-30
Latest Update: 2024-08-22
Description:
Implementation of commonly used penalized functional linear regression models, including the Smooth and Locally Sparse (SLoS) method by Lin et al. (2016) <doi:10.1080/10618600.2016.1195273>, Nested Group bridge Regression (NGR) method by Guan et al. (2020) <doi:10.1080/10618600.2020.1713797>, Functional Linear Regression That's interpretable (FLIRTI) by James et al. (2009) <doi:10.1214/08-AOS641>, and the Penalized B-spline regression method.
How to cite:
Haolun Shi (2024). PFLR: Estimating Penalized Functional Linear Regression. R package version 1.1.0, https://cran.r-project.org/web/packages/PFLR. Accessed 24 Oct. 2026.
Previous versions and publish date:
(2026-07-09 08:16), 1.0.0 (2024-07-30 15:20)
Other packages that cited PFLR R package
View PFLR citation profile
Other R packages that PFLR depends, imports, suggests or enhances
Complete documentation for PFLR
Functions, R codes and Examples using the PFLR R package
Full PFLR package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

visdat  
Preliminary Visualisation of Data
Create preliminary exploratory data visualisations of an entire dataset to identify problems or une ...
Download / Learn more Package Citations See dependency  
r3PG  
Simulating Forest Growth using the 3-PG Model
Provides a flexible and easy-to-use interface for the Physiological Processes Predicting Growth (3-P ...
Download / Learn more Package Citations See dependency  
RcmdrPlugin.depthTools  
R Commander Depth Tools Plug-in
We provide an Rcmdr plug-in based on the depthTools package, which implements different robust stat ...
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  
extlasso  
Maximum Penalized Likelihood Estimation with Extended Lasso Penalty
Estimates coefficients of extended LASSO penalized linear regression and generalized linear models. ...
Download / Learn more Package Citations See dependency  
OOBCurve  
Out of Bag Learning Curve
Provides functions to calculate the out-of-bag learning curve for random forests for any measure tha ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

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