Other packages > Find by keyword >

MultiKink  

Estimation and Inference for Multi-Kink Quantile Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MultiKink", "0.2.0")



Attach the package and use:
library("MultiKink")
Maintained by
Chuang Wan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-05-04
Latest Update: 2023-11-05
Description:
Estimation and inference for multiple kink quantile regression for longitudinal data and the i.i.d data. A bootstrap restarting iterative segmented quantile algorithm is proposed to estimate the multiple kink quantile regression model conditional on a given number of change points. The number of kinks is also allowed to be unknown. In such case, the backward elimination algorithm and the bootstrap restarting iterative segmented quantile algorithm are combined to select the number of change points based on a quantile BIC. For longitudinal data, we also develop the GEE estimator to incorporate the within-subject correlations. A score-type based test statistic is also developed for testing the existence of kink effect. The package is based on the paper, ``Wei Zhong, Chuang Wan and Wenyang Zhang (2022). Estimation and inference for multikink quantile regression, JBES'' and ``Chuang Wan, Wei Zhong, Wenyang Zhang and Changliang Zou (2022). Multi-kink quantile regression for longitudinal data with application to progesterone data analysis, Biometrics".
How to cite:
Chuang Wan (2020). MultiKink: Estimation and Inference for Multi-Kink Quantile Regression. R package version 0.2.0, https://cran.r-project.org/web/packages/MultiKink. Accessed 30 Oct. 2026.
Previous versions and publish date:
0.1.0 (2020-05-04 16:20), (2026-07-09 08:11)
Other packages that cited MultiKink R package
View MultiKink citation profile
Other R packages that MultiKink depends, imports, suggests or enhances
Complete documentation for MultiKink
Functions, R codes and Examples using the MultiKink R package
Some associated functions: fit.control . kinkTest . mkqr.bea . mkqr.fit . triceps . 
Some associated R codes: mkqr.R .  Full MultiKink package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

CVrisk  
Compute Risk Scores for Cardiovascular Diseases
Calculate various cardiovascular disease risk scores from the Framingham Heart Study (FHS), the Ame ...
Download / Learn more Package Citations See dependency  
RiemBase  
Functions and C++ Header Files for Computation on Manifolds
We provide a number of algorithms to estimate fundamental statistics including Fr ...
Download / Learn more Package Citations See dependency  
GLMsData  
Generalized Linear Model Data Sets
Data sets from the book Generalized Linear Models with Examples in R by Dunn and Smyth. ...
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  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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