GLMMRR: Generalized Linear Mixed Model (GLMM) for Binary Randomized Response Data

Generalized Linear Mixed Model (GLMM) for Binary Randomized Response Data. Includes Cauchit, Compl. Log-Log, Logistic, and Probit link functions for Bernoulli Distributed RR data. RR Designs: Warner, Forced Response, Unrelated Question, Kuk, Crosswise, and Triangular.

Author
Jean-Paul Fox [aut], Konrad Klotzke [aut], Duco Veen [aut]
Date of publication
2016-08-09 01:17:20
Maintainer
Konrad Klotzke <omd.bms.utwente.stats@gmail.com>
License
GPL-2 | GPL-3
Version
0.2.0

View on CRAN

Man pages

getCellMeans
Get cell means for unique groups of covariates
getCellSizes
Get number of units in each cell
getMLPrevalence
Compute Estimated Population Prevalence
getRRparameters
Compute Randomized Response parameters
getUniqueGroups
Get unique groups of covariates
hello
Hello, World!
intDotplot
Internal function to draw a dotplot
Plagiarism
An Experimental Survey Measuring Plagiarism Using the...
plot.RRglm
Plot diagnostics for a RRglm object
plot.RRglmerMod
Plot diagnostics for a RRglmerMod object
print.RRglmGOF
Print RRglmGOF values
print.summary.RRglm
Print RRglm summary
print.summary.RRglmerMod
Print RRglmer summary
residuals.RRglm
Accessing GLMMRR Fits for fixed-effect models
residuals.RRglmerMod
Accessing GLMMRR Fits for mixed-effect models
RRbinomial
Binomial family adjusted for Randomized Response parameters.
RRglm
Fitting Generalized Linear Models with binary Randomized...
RRglmer
Fitting Generalized Linear Mixed-Effects Models with binary...
RRglmGOF
Goodness-of-fit statistics for binary Randomized Response...
RRlink.cauchit
Cauchit link function with Randomized Response parameters.
RRlink.cloglog
Log-Log link function with Randomized Response parameters.
RRlink.logit
Logit link function with Randomized Response parameters.
RRlink.probit
Probit link function with Randomized Response parameters.
summary.RRglm
Summarizing GLMMRR fits for fixed-effect models
summary.RRglmerMod
Summarizing GLMMRR fits for fixed-effect models

Files in this package

GLMMRR
GLMMRR/NAMESPACE
GLMMRR/data
GLMMRR/data/Plagiarism.rda
GLMMRR/R
GLMMRR/R/RRglm.R
GLMMRR/R/getMLPrevalence.R
GLMMRR/R/RRlink_logit.R
GLMMRR/R/RRlink_cloglog.R
GLMMRR/R/RRglmer.R
GLMMRR/R/plot.R
GLMMRR/R/RRlink_probit.R
GLMMRR/R/tools.R
GLMMRR/R/print.R
GLMMRR/R/Plagiarism.R
GLMMRR/R/RRglmGOF.R
GLMMRR/R/RRbinomial.R
GLMMRR/R/summary.R
GLMMRR/R/RRlink_cauchit.R
GLMMRR/R/hello.R
GLMMRR/R/getRRparameters.R
GLMMRR/R/residuals.R
GLMMRR/MD5
GLMMRR/DESCRIPTION
GLMMRR/man
GLMMRR/man/RRbinomial.Rd
GLMMRR/man/intDotplot.Rd
GLMMRR/man/RRglmGOF.Rd
GLMMRR/man/plot.RRglmerMod.Rd
GLMMRR/man/print.summary.RRglm.Rd
GLMMRR/man/RRlink.probit.Rd
GLMMRR/man/getCellMeans.Rd
GLMMRR/man/print.summary.RRglmerMod.Rd
GLMMRR/man/Plagiarism.Rd
GLMMRR/man/RRlink.cauchit.Rd
GLMMRR/man/print.RRglmGOF.Rd
GLMMRR/man/RRglm.Rd
GLMMRR/man/residuals.RRglm.Rd
GLMMRR/man/getCellSizes.Rd
GLMMRR/man/RRlink.logit.Rd
GLMMRR/man/RRglmer.Rd
GLMMRR/man/residuals.RRglmerMod.Rd
GLMMRR/man/RRlink.cloglog.Rd
GLMMRR/man/plot.RRglm.Rd
GLMMRR/man/summary.RRglm.Rd
GLMMRR/man/getUniqueGroups.Rd
GLMMRR/man/summary.RRglmerMod.Rd
GLMMRR/man/getRRparameters.Rd
GLMMRR/man/getMLPrevalence.Rd
GLMMRR/man/hello.Rd