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sampcompR  

Comparing and Visualizing Differences Between Surveys
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]
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.
Previous versions and publish date:
0.2.0 (2024-07-12 13:20), 0.2.1 (2024-07-15 21:11), 0.2.3 (2024-08-19 10:20), 0.2.4 (2024-11-10 19:00), 0.2.6 (2024-12-08 23:20)
Other packages that cited sampcompR R package
View sampcompR citation profile
Other R packages that sampcompR depends, imports, suggests or enhances
Complete documentation for sampcompR
Functions, R codes and Examples using the sampcompR R package
Full sampcompR package functions and examples
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