Other packages > Find by keyword >

RobPC  

Robust Panel Clustering Algorithm
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RobPC", "1.4")



Attach the package and use:
library("RobPC")
Maintained by
Hasan Bulut
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-02-20
Latest Update: 2025-02-20
Description:
Performs both classical and robust panel clustering by applying Principal Component Analysis (PCA) for dimensionality reduction and clustering via standard K-Means or Trimmed K-Means. The method is designed to ensure stable and reliable clustering, even in the presence of outliers. Suitable for analyzing panel data in domains such as economic research, financial time-series, healthcare analytics, and social sciences. The package allows users to choose between classical K-Means for standard clustering and Trimmed K-Means for robust clustering, making it a flexible tool for various applications. For this package, we have benefited from the studies Rencher (2003), Wang and Lu (2021) <doi:10.25236/AJBM.2021.031018>, Cuesta-Albertos et al. (1997) <https://www.jstor.org/stable/2242558?seq=1>.
How to cite:
Hasan Bulut (2025). RobPC: Robust Panel Clustering Algorithm. R package version 1.4, https://cran.r-project.org/web/packages/RobPC. Accessed 21 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited RobPC R package
View RobPC citation profile
Other R packages that RobPC depends, imports, suggests or enhances
Complete documentation for RobPC
Functions, R codes and Examples using the RobPC R package
Full RobPC package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

artfima  
ARTFIMA Model Estimation
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
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  
potential  
Implementation of the Potential Model
Provides functions to compute the potential model as defined by Stewart (1941) ...
Download / Learn more Package Citations See dependency  
preputils  
Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,034

Author Associations

28,333

Publication Badges

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