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
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
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

gclus  
Clustering Graphics
Orders panels in scatterplot matrices and parallel coordinate displays by some merit index. Package ...
Download / Learn more Package Citations See dependency  
CompoundEvents  
Statistical Modeling of Compound Events
Tools for extracting occurrences, assessing potential driving factors, predicting occurrences, and q ...
Download / Learn more Package Citations See dependency  
stagePop  
Modelling the Population Dynamics of a Stage-Structured Species in Continuous Time
Provides facilities to implement and run population models of stage-structured species... ...
Download / Learn more Package Citations See dependency  
ismev  
An Introduction to Statistical Modeling of Extreme Values
Functions to support the computations carried out in `An Introduction to Statistical Modeling of Ex ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
multiocc  
Fits Multivariate Spatio-Temporal Occupancy Model
Spatio-temporal multivariate occupancy models can handle multiple species in occupancy models. This ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns