R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
SwPcIndex
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]
[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 09 May. 2025.
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
SACOBRA
Performs surrogate-assisted optimization for expensive black-box constrained problems. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Samineh Bagheri (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
disparityfilter
The disparity filter algorithm is a network reduction technique to
identify the 'backbone' structur ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Alessandro Bessi (view profile)
assertive.numbers
A set of predicates and assertions for checking the properties of
numbers. This is mainly for use ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Richard Cotton (view profile)
24,205
R Packages
207,311
Dependencies
65,402
Author Associations
24,206
Publication Badges
