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RRreg  

Correlation and Regression Analyses for Randomized Response Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RRreg", "0.7.5")



Attach the package and use:
library("RRreg")
Maintained by
Daniel W. Heck
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-09-20
Latest Update: 2022-11-25
Description:
Univariate and multivariate methods to analyze randomized response (RR) survey designs (e.g., Warner, S. L. (1965). Randomized response: A survey technique for eliminating evasive answer bias. Journal of the American Statistical Association, 60, 63–69, <doi:10.2307/2283137>). Besides univariate estimates of true proportions, RR variables can be used for correlations, as dependent variable in a logistic regression (with or without random effects), or as predictors in a linear regression (Heck, D. W., & Moshagen, M. (2018). RRreg: An R package for correlation and regression analyses of randomized response data. Journal of Statistical Software, 85(2), 1–29, <doi:10.18637/jss.v085.i02>). For simulations and the estimation of statistical power, RR data can be generated according to several models. The implemented methods also allow to test the link between continuous covariates and dishonesty in cheating paradigms such as the coin-toss or dice-roll task (Moshagen, M., & Hilbig, B. E. (2017). The statistical analysis of cheating paradigms. Behavior Research Methods, 49, 724–732, <doi:10.3758/s13428-016-0729-x>).
How to cite:
Daniel W. Heck (2014). RRreg: Correlation and Regression Analyses for Randomized Response Data. R package version 0.7.5, https://cran.r-project.org/web/packages/RRreg
Previous versions and publish date:
0.1.3 (2014-09-20 12:14), 0.2.0 (2014-11-18 13:27), 0.3.0 (2015-02-23 18:52), 0.4.1 (2015-07-28 23:19), 0.5.0 (2015-11-12 13:08), 0.6.0 (2015-12-14 14:15), 0.6.1 (2016-01-12 14:18), 0.6.2 (2017-03-08 08:22), 0.6.4 (2018-01-05 17:59), 0.6.5 (2018-02-11 15:50), 0.6.6 (2018-03-29 13:35), 0.6.7 (2018-04-04 13:25), 0.6.8 (2018-06-04 20:24), 0.6.9 (2018-07-26 13:30), 0.7.0 (2018-08-27 17:04), 0.7.1 (2019-12-04 23:20), 0.7.3 (2021-09-03 14:10), 0.7.4 (2022-11-10 11:00)
Other packages that cited RRreg R package
View RRreg citation profile
Other R packages that RRreg depends, imports, suggests or enhances
Functions, R codes and Examples using the RRreg R package
Some associated functions: RRcor . RRgen . RRlin . RRlog . RRmixed . RRreg-package . RRsimu . RRuni . anova.RRlog . getPW . minarets . plot.RRlog . plot.powerplot . powerplot . predict.RRlog . 
Some associated R codes: RRcheck.R . RRcor.R . RRcor.models.R . RRgen.R . RRlin.R . RRlin_getPW.R . RRlin_loglik.R . RRlog.R . RRlog_check.R . RRlog_fit.R . RRmixed.R . RRreg-package.R . RRsimu.R . RRuni.R . RRuni_loglik.R . RRuni_models.R . helper_functions.R . powerplot.R .  Full RRreg package functions and examples
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