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 18 Apr. 2025.
Previous versions and publish date:
0.1.0 (2020-05-04 16:20)
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

ff  
Memory-Efficient Storage of Large Data on Disk and Fast Access Functions
The ff package provides data structures that are stored on disk but behave (almost) as if they were ...
Download / Learn more Package Citations See dependency  
SeqAlloc  
Sequential Allocation for Prospective Experiments
Potential randomization schemes are prospectively evaluated when units are assigned to treatment ar ...
Download / Learn more Package Citations See dependency  
shinyMobile  
Mobile Ready 'shiny' Apps with Standalone Capabilities
Develop outstanding 'shiny' apps for 'iOS', 'Android', desktop as well as beautiful 'shiny' gadgets. ...
Download / Learn more Package Citations See dependency  
chngpt  
Estimation and Hypothesis Testing for Threshold Regression
Threshold regression models are also called two-phase regression, broken-stick regression, split-poi ...
Download / Learn more Package Citations See dependency  
CDNmoney  
Components of Canadian Monetary and Credit Aggregates
Components of Canadian Credit Aggregates and Monetary Aggregates with continuity adjustments. ...
Download / Learn more Package Citations See dependency  
nsga3  
An Implementation of Non-Dominated Sorting Genetic Algorithm III for Feature Selection
An adaptation of Non-dominated Sorting Genetic Algorithm III for multi objective feature selection ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,993

Author Associations

24,013

Publication Badges

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