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", "5.0")



Attach the package and use:
library("lqr")
Maintained by
Christian E. Galarza
[Scholar Profile | Author Map]
All associated links for this package
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 5.0, https://cran.r-project.org/web/packages/lqr
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)
Other packages that cited lqr R package
View lqr citation profile
Other R packages that lqr depends, imports, suggests or enhances
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

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  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns