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", "1.1")



Attach the package and use:
library("alqrfe")
Maintained by
Ian Meneghel Danilevicz
[Scholar Profile | Author Map]
First Published: 2022-09-20
Latest Update: 2022-11-30
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 1.1, https://cran.r-project.org/web/packages/alqrfe. Accessed 30 Mar. 2025.
Previous versions and publish date:
1.0 (2022-09-20 01:36)
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
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for alqrfe24681012141618TrendBars

Today's Hot Picks in Authors and Packages

FAMoS  
A Flexible Algorithm for Model Selection
Given a set of parameters describing model dynamics and a corresponding cost function, FAMoS perfor ...
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  
cocorresp  
Co-Correspondence Analysis Methods
Fits predictive and symmetric co-correspondence analysis (CoCA) models to relate one data matrix to ...
Download / Learn more Package Citations See dependency  
TangPoemR  
Write Chinese Tang Poems
Write Chinese Tang Poems automatically. ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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