Other packages > Find by keyword >

FastSF  

Fast Structural Filtering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FastSF", "0.1.1")



Attach the package and use:
library("FastSF")
Maintained by
Canhong Wen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-07-06
Latest Update:
Description:
An implementation of the fast structural filtering with L0 penalty. It includes an adaptive polynomial estimator by minimizing the least squares error with constraints on the number of breaks in their (k + 1)-st discrete derivative, for a chosen integer k >= 0. It also includes generalized structure sparsity constraint, i.e., graph trend filtering. This package is implemented via the primal dual active set algorithm, which formulates estimates and residuals as primal and dual variables, and utilizes efficient active set selection strategies based on the properties of the primal and dual variables.
How to cite:
Canhong Wen (2017). FastSF: Fast Structural Filtering. R package version 0.1.1, https://cran.r-project.org/web/packages/FastSF. Accessed 07 Mar. 2026.
Previous versions and publish date:
0.1.0 (2017-07-06 12:12), 0.1.1 (2017-07-19 09:32)
Other packages that cited FastSF R package
View FastSF citation profile
Other R packages that FastSF depends, imports, suggests or enhances
Complete documentation for FastSF
Functions, R codes and Examples using the FastSF R package
Some associated functions: ffused.ada . ffused . fsf.ada . fsf . fsfused.ada . fsfused . ftf.ada . ftf . l0fused_c . l0gen_c . l0tf_c . plotl0 . sl0fused_c . 
Some associated R codes: RcppExports.R . ffused.R . ffused.ada.R . fsf.R . fsf.ada.R . fsfused.R . fsfused.ada.R . ftf.R . ftf.ada.R . plotl0.R .  Full FastSF package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SAMtool  
Stock Assessment Methods Toolkit
Simulation tools for closed-loop simulation are provided for the 'MSEtool' operating model to inform ...
Download / Learn more Package Citations See dependency  
lmSubsets  
Exact Variable-Subset Selection in Linear Regression
Exact and approximation algorithms for variable-subset selection in ordinary linear regression mode ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
portalr  
Create Useful Summaries of the Portal Data
Download and generate summaries for the rodent, plant, ant, and weather data from the Portal Projec ...
Download / Learn more Package Citations See dependency  
testDriveR  
Teaching Data for Statistics and Data Science
Provides data sets for teaching statistics and data science courses. It includes a sample of data f ...
Download / Learn more Package Citations See dependency  
ReviewR  
A Light-Weight, Portable Tool for Reviewing Individual Patient Records
A portable Shiny tool to explore patient-level electronic health record data and perform chart revi ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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