Other packages > Find by keyword >

alqrfe  

Adaptive Lasso Quantile Regression with Fixed Effects
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("alqrfe", "1.3")



Attach the package and use:
library("alqrfe")
Maintained by
Ian Meneghel Danilevicz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-09-20
Latest Update: 2025-07-03
Description:
Quantile regression with fixed effects solves longitudinal data, considering the individual intercepts as fixed effects. The parametric set of this type of problem used to be huge. Thus penalized methods such as Lasso are currently applied. Adaptive Lasso presents oracle proprieties, which include Gaussianity and correct model selection. Bayesian information criteria (BIC) estimates the optimal tuning parameter lambda. Plot tools are also available.
How to cite:
Ian Meneghel Danilevicz (2022). alqrfe: Adaptive Lasso Quantile Regression with Fixed Effects. R package version 1.3, https://cran.r-project.org/web/packages/alqrfe. Accessed 04 Jun. 2026.
Previous versions and publish date:
1.0 (2022-09-20 01:36), 1.1 (2022-11-30 22:00), 1.2 (2025-07-03 15:20)
Other packages that cited alqrfe R package
View alqrfe citation profile
Other R packages that alqrfe depends, imports, suggests or enhances
Complete documentation for alqrfe
Functions, R codes and Examples using the alqrfe R package
Some associated functions: alqrfe-package . bic_hat . clean_data . df_hat . f_den . f_tab . loss_alqr . loss_lqr . loss_qr . loss_qrfe . make_z . mqr . mqr_alpha . optim_alqr . optim_lqr . optim_qr . optim_qrfe . plot_alpha . plot_taus . print.ALQRFE . q_cov . qr . rho_koenker . sgf . 
Some associated R codes: LQRFE_main_v2.R . RcppExports.R .  Full alqrfe package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
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  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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