Other packages > Find by keyword >

SwPcIndex  

Computation of Survey Weighted PC Based Composite Index
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SwPcIndex", "0.1.0")



Attach the package and use:
library("SwPcIndex")
Maintained by
Pradip Basak
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-04-02
Latest Update: 2025-04-02
Description:
An index is created using a mathematical model that transforms multi-dimensional variables into a single value. These variables are often correlated, and while PCA-based indices can address the issue of multicollinearity, they typically do not account for survey weights, which can lead to inaccurate rankings of survey units such as households, districts, or states. To resolve this, the current package facilitates the development of a principal component analysis-based composite index by incorporating survey weights for each sample observation. This ensures the generation of a survey-weighted principal component-based normalized composite index. Additionally, the package provides a normalized principal component-based composite index and ranks the sample observations based on the values of the composite indices. For method details see, Skinner, C. J., Holmes, D. J. and Smith, T. M. F. (1986) <doi:10.1080/01621459.1986.10478336>, Singh, D., Basak, P., Kumar, R. and Ahmad, T. (2023) <doi:10.3389/fams.2023.1274530>.
How to cite:
Pradip Basak (2025). SwPcIndex: Computation of Survey Weighted PC Based Composite Index. R package version 0.1.0, https://cran.r-project.org/web/packages/SwPcIndex. Accessed 24 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited SwPcIndex R package
View SwPcIndex citation profile
Other R packages that SwPcIndex depends, imports, suggests or enhances
Complete documentation for SwPcIndex
Functions, R codes and Examples using the SwPcIndex R package
Full SwPcIndex package functions and examples
Downloads during the last 30 days

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  
climwin  
Climate Window Analysis
Contains functions to detect and visualise periods of climate sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency  
givitiR  
The GiViTI Calibration Test and Belt
Functions to assess the calibration of logistic regression models with the GiViTI (Gruppo Italiano p ...
Download / Learn more Package Citations See dependency  
FDRsampsize  
Compute Sample Size that Meets Requirements for Average Power and FDR
Defines a collection of functions to compute average power and sample size for studies that use the ...
Download / Learn more Package Citations See dependency  
gemlog  
File Conversion for "Gem Infrasound Logger"
Reads data files from the 'Gem infrasound logger' for analysis and converts to segy format (which is ...
Download / Learn more Package Citations See dependency  
forecastHybrid  
Convenient Functions for Ensemble Time Series Forecasts
Convenient functions for ensemble forecasts in R combining approaches from the 'forecast' package. ...
Download / Learn more Package Citations See dependency  

29,080

R Packages

247,686

Dependencies

77,281

Author Associations

29,081

Publication Badges

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