Other packages > Find by keyword >

PAGFL  

Joint Estimation of Latent Groups and Group-Specific Coefficients in Panel Data Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("PAGFL", "1.1.2")



Attach the package and use:
library("PAGFL")
Maintained by
Paul Haimerl
[Scholar Profile | Author Map]
First Published: 2024-02-16
Latest Update: 2024-02-17
Description:
In panel data analysis, unobservable group structures are a common challenge. Disregarding group-level heterogeneity by assuming an entirely homogeneous panel can introduce bias. Conversely, estimating individual coefficients for each cross-sectional unit is inefficient and may lead to high uncertainty. This package addresses this issue by implementing the pairwise adaptive group fused Lasso (PAGFL) by Mehrabani (2023) . PAGFL is an efficient methodology to identify latent group structures and estimate group-specific coefficients simultaneously.
How to cite:
Paul Haimerl (2024). PAGFL: Joint Estimation of Latent Groups and Group-Specific Coefficients in Panel Data Models. R package version 1.1.2, https://cran.r-project.org/web/packages/PAGFL. Accessed 17 Feb. 2025.
Previous versions and publish date:
1.0.0 (2024-02-16 16:00), 1.0.1 (2024-02-17 12:10), 1.1.0 (2024-06-08 23:20), 1.1.1 (2024-07-23 19:00)
Other packages that cited PAGFL R package
View PAGFL citation profile
Other R packages that PAGFL depends, imports, suggests or enhances
Complete documentation for PAGFL
Functions, R codes and Examples using the PAGFL R package
Full PAGFL package functions and examples
Downloads during the last 30 days
01/1801/1901/2001/2101/2201/2301/2401/2501/2601/2701/2801/2901/3001/3102/0102/0202/0302/0402/0502/0602/0702/0802/0902/1002/1102/1202/1302/1402/1502/16Downloads for PAGFL0510152025303540455055TrendBars
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

RecordTest  
Inference Tools in Time Series Based on Record Statistics
Statistical tools based on the probabilistic properties of the record occurrence in a sequence of i ...
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  
vrtest  
Variance Ratio Tests and Other Tests for Martingale Difference Hypothesis
Acollection of statistical tests for martingale difference hypothesis, including automatic portmante ...
Download / Learn more Package Citations See dependency  
mcmcse  
Monte Carlo Standard Errors for MCMC
Provides tools for computing Monte Carlo standard errors (MCSE) in Markov chain Monte Carlo (MCMC) ...
Download / Learn more Package Citations See dependency  
officedown  
Enhanced 'R Markdown' Format for 'Word' and 'PowerPoint'
Allows production of 'Microsoft' corporate documents from 'R Markdown' by reusing formatting define ...
Download / Learn more Package Citations See dependency  

23,712

R Packages

205,795

Dependencies

64,332

Author Associations

23,631

Publication Badges

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