Other packages > Find by keyword >

SFM  

A Package for Analyzing Skew Factor Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SFM", "0.1.0")



Attach the package and use:
library("SFM")
Maintained by
Guangbao Guo
[Scholar Profile | Author Map]
All associated links for this package
Description:
Generates Skew Factor Models data and applies Sparse Online Principal Component (SOPC) method to estimate model parameters. It includes capabilities for calculating mean squared error, relative error, and sparsity of the loading matrix. Additionally, it includes robust regression methods such as adaptive Huber regression.The philosophy of the package is described in Guo G. (2023) <doi:10.1007/s00180-022-01270-z>.
How to cite:
Guangbao Guo (). SFM: A Package for Analyzing Skew Factor Models. R package version 0.1.0, https://cran.r-project.org/web/packages/SFM. Accessed 23 Nov. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited SFM R package
View SFM citation profile
Other R packages that SFM depends, imports, suggests or enhances
Complete documentation for SFM
Functions, R codes and Examples using the SFM R package
Full SFM package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

abcADM  
Fit Accumulated Damage Models and Estimate Reliability using ABC
Estimate parameters of accumulated damage load duration models based on failure time data under a Ba ...
Download / Learn more Package Citations See dependency  
Simile  
Interact with Simile Models
Allows a Simile model saved as a compiled binary to be loaded, parameterized, executed and interroga ...
Download / Learn more Package Citations See dependency  
triplot  
Explaining Correlated Features in Machine Learning Models
Tools for exploring effects of correlated features in predictive models. The predict_triplot() func ...
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  
RH2  
DBI/RJDBC Interface to H2 Database
DBI/RJDBC interface to h2 database. h2 version 1.3.175 is included. ...
Download / Learn more Package Citations See dependency  
highlight  
Syntax Highlighter
Syntax highlighter for R code based on the results of the R parser. Rendering in HTML and latex mar ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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