Other packages > Find by keyword >

sitepickR  

Two-Level Sample Selection with Optimal Site Replacement
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sitepickR", "0.0.1")



Attach the package and use:
library("sitepickR")
Maintained by
Elena Badillo-Goicoechea
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-05
Latest Update: 2022-12-05
Description:
Carries out a two-level sample selection where the possibility of an initially selected site not wanting to participate is anticipated, and the site is optimally replaced. The procedure aims to reduce bias (and/or loss of external validity) with respect to the target population. In selecting units and sub-units, 'sitepickR' uses the cube method developed by 'Deville & Tillé', (2004) <http://www.math.helsinki.fi/msm/banocoss/Deville_Tille_2004.pdf> and described in Tillé (2011) <https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2011002/article/11609-eng.pdf?st=5-sx8Q8n>. The cube method is a probability sampling method that is designed to satisfy criteria for balance between the sample and the population. Recent research has shown that this method performs well in simulations for studies of educational programs (see Fay & Olsen (2021, under review). To implement the cube method, 'sitepickR' uses the sampling R package <https://cran.r-project.org/package=sampling>. To implement statistical matching, 'sitepickR' uses the 'MatchIt' R package <https://cran.r-project.org/package=MatchIt>.
How to cite:
Elena Badillo-Goicoechea (2022). sitepickR: Two-Level Sample Selection with Optimal Site Replacement. R package version 0.0.1, https://cran.r-project.org/web/packages/sitepickR. Accessed 21 Nov. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited sitepickR R package
View sitepickR citation profile
Other R packages that sitepickR depends, imports, suggests or enhances
Complete documentation for sitepickR
Functions, R codes and Examples using the sitepickR R package
Some associated functions: getSummary . matchBalance . matchCount . matchFreq . prepDF . rawCCD . selectMatch . sitepickR-package . subUnitBalance . unitLovePlot . 
Some associated R codes: balanceDiagnostics.R . data.R . globals.R . prepDF.R . selectMatch.R . sitepickR-package.R . sitepickR_diagnostics.R .  Full sitepickR package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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