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sampcompR
View on CRAN: Click
here
Download and install sampcompR package within the R console
Install from CRAN:
install.packages("sampcompR")
Install from Github:
library("remotes")
install_github("cran/sampcompR")
Install by package version:
library("remotes")
install_version("sampcompR", "0.3.0")
Attach the package and use:
library("sampcompR")
Maintained by
Bjoern Rohr
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.sampcompR . https://bjoernrohr.github.io/sampcompR/ . sampcompR results . sampcompR.pdf . sampcompR_0.3.0.tar.gz . sampcompR_0.3.0.zip . sampcompR_0.3.0.zip . sampcompR_0.3.0.zip . sampcompR_0.3.0.tgz . sampcompR_0.3.0.tgz . sampcompR_0.3.0.tgz . sampcompR_0.3.0.tgz . sampcompR archive . https://CRAN.R-project.org/package=sampcompR .
First Published: 2024-07-12
Latest Update: 2024-07-12
Description:
Easily analyze and visualize differences between samples (e.g., benchmark comparisons, nonresponse comparisons in surveys) on three levels. The comparisons can be univariate, bivariate or multivariate. On univariate level the variables of interest of a survey and a comparison survey (i.e. benchmark) are compared, by calculating one of several difference measures (e.g., relative difference in mean), and an average difference between the surveys. On bivariate level a function can calculate significant differences in correlations for the surveys. And on multivariate levels a function can calculate significant differences in model coefficients between the surveys of comparison. All of those differences can be easily plotted and outputted as a table. For moredetailed information on the methods and example use see Rohr, B., Silber, H., & Felderer, B. (2024). „Comparing the Accuracy of Univariate, Bivariate, and Multivariate Estimates across Probability and Non-Probability Surveys with Population Benchmarks“<doi:10.31235/osf.io/n6ehf> .
How to cite:
Bjoern Rohr (2024). sampcompR: Comparing and Visualizing Differences Between Surveys. R package version 0.3.0, https://cran.r-project.org/web/packages/sampcompR. Accessed 05 May. 2025.
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