Other packages > Find by keyword >

lqr  

Robust Linear Quantile Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("lqr", "5.2")



Attach the package and use:
library("lqr")
Maintained by
Christian E. Galarza
[Scholar Profile | Author Map]
First Published: 2015-11-06
Latest Update: 2022-08-15
Description:
It fits a robust linear quantile regression model using a new family of zero-quantile distributions for the error term. Missing values and censored observations can be handled as well. This family of distribution includes skewed versions of the Normal, Student's t, Laplace, Slash and Contaminated Normal distribution. It also performs logistic quantile regression for bounded responses as shown in Galarza et.al.(2020) . It provides estimates and full inference. It also provides envelopes plots for assessing the fit and confidences bands when several quantiles are provided simultaneously.
How to cite:
Christian E. Galarza (2015). lqr: Robust Linear Quantile Regression. R package version 5.2, https://cran.r-project.org/web/packages/lqr. Accessed 04 May. 2025.
Previous versions and publish date:
1.0 (2015-11-06 08:11), 1.1 (2015-12-09 21:44), 1.2 (2016-04-25 08:59), 1.3 (2016-05-07 09:09), 1.5 (2016-05-19 05:46), 1.7 (2018-02-01 17:13), 2.0 (2020-01-09 17:30), 2.11 (2020-05-03 00:10), 3.31 (2020-10-13 10:50), 3.41 (2021-03-08 14:52), 3.43 (2021-03-22 06:40), 4.0 (2021-10-05 21:40), 4.1 (2022-03-22 17:20), 5.0 (2022-08-15 10:30), 5.1 (2024-06-28 18:20)
Other packages that cited lqr R package
View lqr citation profile
Other R packages that lqr depends, imports, suggests or enhances
Complete documentation for lqr
Functions, R codes and Examples using the lqr R package
Some associated functions: Egig . SKD . ais . best.lqr . cens.lqr . dist.Truncated . logbestlqr . loglqr . lqr-package . lqr . resistance . 
Some associated R codes: EM2.R . EMonly.R . Egig.R . FUNCTION.R . auxiliar.R . bestlqr.R . bestlqrrange.R . cens_EM2.R . cens_probs.R . logbestlqr.R . loglqr.R . lqr.print.R . pdqr.R .  Full lqr package functions and examples
Downloads during the last 30 days
04/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/03Downloads for lqr246810121416182022242628TrendBars

Today's Hot Picks in Authors and Packages

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  
dipw  
Debiased Inverse Propensity Score Weighting
Estimation of the average treatment effect when controlling for high-dimensional confounders using ...
Download / Learn more Package Citations See dependency  
aos  
Animate on Scroll Library for 'shiny'
Trigger animation effects on scroll on any HTML element of 'shiny' and 'rmarkdown', such as any tex ...
Download / Learn more Package Citations See dependency  
appler  
'Apple App Store' and 'iTunes' Data Extraction
Using 'Apple App Store' web scraping and 'iTunes' API ...
Download / Learn more Package Citations See dependency  
tidyRSS  
Tidy RSS for R
With the objective of including data from RSS feeds into your analysis, 'tidyRSS' parses RSS, Atom ...
Download / Learn more Package Citations See dependency  
kutils  
Project Management Tools
Tools for data importation, recoding, and inspection. There are functions to create new project fo ...
Download / Learn more Package Citations See dependency  

24,187

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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