Other packages > Find by keyword >

LFM  

Laplace Factor Model Analysis and Evaluation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("LFM", "0.2.0")



Attach the package and use:
library("LFM")
Maintained by
Guangbao Guo
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-11-19
Latest Update: 2024-11-19
Description:
Enables the generation of Laplace factor models across diverse Laplace distributions and facilitates the application of Sparse Online Principal Component (SOPC), Incremental Principal Component (IPC), Parallel Principal Component (PPC), Sparse Approximate Principal Component (SAPC), Standard Principal Component (SPC), and Farm Test methods to these models. Evaluates the efficacy of these methods within the context of Laplace factor models by scrutinizing parameter estimation accuracy, mean square error, and the degree of sparsity.
How to cite:
Guangbao Guo (2024). LFM: Laplace Factor Model Analysis and Evaluation. R package version 0.2.0, https://cran.r-project.org/web/packages/LFM. Accessed 06 Mar. 2025.
Previous versions and publish date:
0.1.0 (2024-11-19 13:30)
Other packages that cited LFM R package
View LFM citation profile
Other R packages that LFM depends, imports, suggests or enhances
Complete documentation for LFM
Functions, R codes and Examples using the LFM R package
Full LFM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

incgraph  
Incremental Graphlet Counting for Network Optimisation
An efficient and incremental approach for calculating the differences in orbit counts when performi ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
testthat  
Unit Testing for R
Software testing is important, but, in part because it is frustrating and boring, many of us avoid i ...
Download / Learn more Package Citations See dependency  
Directional  
A Collection of Functions for Directional Data Analysis
A collection of functions for directional data (including massive data, with millions of observation ...
Download / Learn more Package Citations See dependency  
prolific.api  
A User-Friendly Interface for Accessing the Prolific API
A user-friendly interface for creating and managing empirical crowd-sourcing studies via API access ...
Download / Learn more Package Citations See dependency  
xfun  
Supporting Functions for Packages Maintained by 'Yihui Xie'
Miscellaneous functions commonly used in other packages maintained by 'Yihui Xie'. ...
Download / Learn more Package Citations See dependency  

23,794

R Packages

206,711

Dependencies

64,305

Author Associations

23,781

Publication Badges

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