RRreg: Correlation and Regression Analyses for Randomized Response Data

Share:

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). 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), as predictors in a linear regression, or as dependent variable in a beta-binomial ANOVA. For simulation and bootstrap purposes, RR data can be generated according to several models.

Author
Daniel W. Heck [aut, cre], Morten Moshagen [aut]
Date of publication
2016-01-12 14:18:56
Maintainer
Daniel W. Heck <dheck@mail.uni-mannheim.de>
License
GPL-2
Version
0.6.1
URLs

View on CRAN

Man pages

getPW
Get Misclassification Matrices for RR Models
minarets
Minaret Data
plot.powerplot
Plot power of multivariate RR methods
plot.RRlog
Plot Logistic RR Regression
powerplot
Power plots for multivariate RR methods
predict.RRlog
Predict Individual Prevalences of the RR Attribute
RRcor
Bivariate correlations including randomized response...
RRgen
Generate randomized response data
RRlin
Linear randomized response regression
RRlog
Logistic randomized response regression
RRmixed
Mixed Effects Logistic Regression for RR Data
RRreg-package
Correlation and Regression Analyses for Randomized Response...
RRsimu
Monte Carlo simulation for one or two RR variables
RRuni
Univariate analysis of randomized response data

Files in this package

RRreg
RRreg/inst
RRreg/inst/CITATION
RRreg/inst/doc
RRreg/inst/doc/RRreg.Rmd
RRreg/inst/doc/RRreg.R
RRreg/inst/doc/RRreg.html
RRreg/NAMESPACE
RRreg/NEWS
RRreg/data
RRreg/data/minarets.RData
RRreg/R
RRreg/R/RRuni.models.R
RRreg/R/RRuni_ll.R
RRreg/R/RRlin.getPW.R
RRreg/R/RRlin.R
RRreg/R/RRcheck.R
RRreg/R/RRuni.R
RRreg/R/powerplot.R
RRreg/R/RRgen.R
RRreg/R/RRlog_fit.R
RRreg/R/RRcor.models.R
RRreg/R/RRmixed.R
RRreg/R/RRcor.R
RRreg/R/RRlog.R
RRreg/R/helper_functions.R
RRreg/R/RRreg-package.R
RRreg/R/RRsimu.R
RRreg/R/RRlin.ll.R
RRreg/vignettes
RRreg/vignettes/markdown10.css
RRreg/vignettes/figures
RRreg/vignettes/figures/Mangat.jpg
RRreg/vignettes/figures/Crosswise.jpg
RRreg/vignettes/figures/UQTknown.jpg
RRreg/vignettes/figures/Kuk.jpg
RRreg/vignettes/figures/CDMsym.jpg
RRreg/vignettes/figures/FR.jpg
RRreg/vignettes/figures/Warner.jpg
RRreg/vignettes/figures/CDM.jpg
RRreg/vignettes/figures/UQTunknown.jpg
RRreg/vignettes/figures/SLD.jpg
RRreg/vignettes/RRreg.Rmd
RRreg/MD5
RRreg/build
RRreg/build/vignette.rds
RRreg/DESCRIPTION
RRreg/man
RRreg/man/RRreg-package.Rd
RRreg/man/plot.powerplot.Rd
RRreg/man/powerplot.Rd
RRreg/man/plot.RRlog.Rd
RRreg/man/RRgen.Rd
RRreg/man/RRuni.Rd
RRreg/man/RRmixed.Rd
RRreg/man/minarets.Rd
RRreg/man/predict.RRlog.Rd
RRreg/man/RRsimu.Rd
RRreg/man/RRlin.Rd
RRreg/man/RRcor.Rd
RRreg/man/getPW.Rd
RRreg/man/RRlog.Rd