Other packages > Find by keyword >

paneltests  

Panel Data Pre-Testing and Diagnostic Suite
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("paneltests", "1.0.5")



Attach the package and use:
library("paneltests")
Maintained by
Muhammad Abdullah Alkhalaf
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-04
Latest Update: 2026-05-04
Description:
Pre-testing and diagnostic tools for panel data analysis. Researchers should run these tests before any panel regression to verify modelling assumptions. The package implements: (1) the Hsiao (2014, <ISBN:978-1-107-65763-2>) homogeneity F-tests (F1/F2/F3), Swamy (1970) <doi:10.2307/1913012> parameter heterogeneity test, and Pesaran (2004) <doi:10.2139/ssrn.572504> cross-sectional dependence test via xtpretest(); (2) missing-data detection, mechanism testing, and imputation for unbalanced panels via xtmispanel(); (3) quantile-regression cross-sectional dependence tests (T_tau and T-tilde_tau statistics) of Demetrescu, Hosseinkouchack and Rodrigues (2023) <doi:10.1016/j.jeconom.2022.09.001> via xtcsdq(); and (4) the panel quantile-regression slope homogeneity S-hat and D-hat statistics of Galvao, Juhl, Montes-Rojas and Olmo (2017) <doi:10.1080/07350015.2015.1054493> via xtqsh(). Together these tests address three fundamental pre-testing questions: (i) are slopes homogeneous? (ii) is there cross-sectional dependence? and (iii) is the panel balanced and is missingness ignorable?
How to cite:
Muhammad Abdullah Alkhalaf (2026). paneltests: Panel Data Pre-Testing and Diagnostic Suite. R package version 1.0.5, https://cran.r-project.org/web/packages/paneltests. Accessed 29 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited paneltests R package
View paneltests citation profile
Other R packages that paneltests depends, imports, suggests or enhances
Complete documentation for paneltests
Functions, R codes and Examples using the paneltests R package
Full paneltests package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

DMwR2  
Functions and Data for the Second Edition of "Data Mining with R"
Functions and data accompanying the second edition of the book "Data Mining with R, learning with c ...
Download / Learn more Package Citations See dependency  
rbacon  
Age-Depth Modelling using Bayesian Statistics
An approach to age-depth modelling that uses Bayesian statistics to reconstruct accumulation histori ...
Download / Learn more Package Citations See dependency  
RadData  
Nuclear Decay Data for Dosimetric Calculations - ICRP 107
Nuclear Decay Data for Dosimetric Calculations from the International Commission on Radiological Pr ...
Download / Learn more Package Citations See dependency  
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  
peRspective  
Interface to the "Perspective" API
Interface to the 'Perspective' API, which can be found at the following URL: ...
Download / Learn more Package Citations See dependency  
WaveletSVR  
Wavelet-SVR Hybrid Model for Time Series Forecasting
The main aim of this package is to combine the advantage of wavelet and support vector machine model ...
Download / Learn more Package Citations See dependency  

27,987

R Packages

239,283

Dependencies

74,234

Author Associations

27,988

Publication Badges

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