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 23 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:17), 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

fitscape  
Classes for Fitness Landscapes and Seascapes
Convenient classes to model fitness landscapes and fitness seascapes. A low-level package with whic ...
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  
MixSIAR  
Bayesian Mixing Models in R
Creates and runs Bayesian mixing models to analyze biological tracer data (i.e. stable isotopes, fa ...
Download / Learn more Package Citations See dependency  
gfcanalysis  
Tools for Working with Hansen et al. Global Forest Change Dataset
Supports analyses using the Global Forest Change dataset released by Hansen et al. gfcanalysis was ...
Download / Learn more Package Citations See dependency  
ODS  
Statistical Methods for Outcome-Dependent Sampling Designs
Outcome-dependent sampling (ODS) schemes are cost-effective ways to enhance study efficiency. In OD ...
Download / Learn more Package Citations See dependency  

27,889

R Packages

239,283

Dependencies

74,019

Author Associations

27,890

Publication Badges

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