list: Statistical Methods for the Item Count Technique and List Experiment

Allows researchers to conduct multivariate statistical analyses of survey data with list experiments. This survey methodology is also known as the item count technique or the unmatched count technique and is an alternative to the commonly used randomized response method. The package implements the methods developed by Imai (2011) <doi:10.1198/jasa.2011.ap10415>, Blair and Imai (2012) <doi:10.1093/pan/mpr048>, Blair, Imai, and Lyall (2013) <doi:10.1111/ajps.12086>, Imai, Park, and Greene (2014) <doi:10.1093/pan/mpu017>, Aronow, Coppock, Crawford, and Green (2015) <doi:10.1093/jssam/smu023>, and Chou, Imai, and Rosenfeld (2016) <http://imai.princeton.edu/research/files/auxiliary.pdf>. This includes a Bayesian MCMC implementation of regression for the standard and multiple sensitive item list experiment designs and a random effects setup, a Bayesian MCMC hierarchical regression model with up to three hierarchical groups, the combined list experiment and endorsement experiment regression model, a joint model of the list experiment that enables the analysis of the list experiment as a predictor in outcome regression models, and a method for combining list experiments with direct questions. In addition, the package implements the statistical test that is designed to detect certain failures of list experiments, and a placebo test for the list experiment using data from direct questions.

AuthorGraeme Blair [aut, cre], Kosuke Imai [aut, cre], Bethany Park [ctb], Alexander Coppock [ctb], Winston Chou [ctb]
Date of publication2016-12-30 19:37:30
MaintainerGraeme Blair <graeme.blair@ucla.edu>
LicenseGPL (>= 2)
Version8.3

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Files

list
list/inst
list/inst/CITATION
list/inst/doc
list/inst/doc/combined-list.R
list/inst/doc/combined-list.html
list/inst/doc/combined-list.Rmd
list/tests
list/tests/testthat.R
list/tests/testthat
list/tests/testthat/Rplots.pdf
list/tests/testthat/test-ictregBayesHier.R
list/tests/testthat/test-ictreg.R
list/tests/testthat/test-ictreg.joint.R
list/tests/testthat/test-ict.test.R
list/tests/testthat/test-combined.R
list/tests/testthat/test-ictregBayes.R
list/src
list/src/Makevars
list/src/rand.h
list/src/rand.c
list/src/subroutines.c
list/src/vector.c
list/src/vector.h
list/src/subroutines.h
list/src/models.h
list/src/poisbinom.c
list/src/combine.c
list/src/models.c
list/NAMESPACE
list/data
list/data/combinedListExps.rdata
list/data/affirm.tab.gz
list/data/multi.tab.gz
list/data/mis.tab.gz
list/data/race.tab.gz
list/data/mexico.tab
list/R
list/R/bayesglm.R list/R/ictregBayesHier.R list/R/ictregBayes.R list/R/ictreg.joint.R list/R/combinedListDirect.R list/R/ict.test.R list/R/ictreg.R list/R/comp.listEndorse.R
list/vignettes
list/vignettes/combined-list.Rmd
list/README.md
list/MD5
list/build
list/build/vignette.rds
list/DESCRIPTION
list/ChangeLog
list/man
list/man/predict.ictregBayes.Rd list/man/mexico.Rd list/man/ictregBayesHier.Rd list/man/ictreg.Rd list/man/summary.ictreg.Rd list/man/combinedListExps.Rd list/man/combinedListDirect.Rd list/man/comp.listEndorse.Rd list/man/predict.ictreg.Rd list/man/predict.ictreg.joint.Rd list/man/ict.test.Rd list/man/affirm.Rd list/man/ictreg.joint.Rd list/man/plot.predict.ictreg.Rd list/man/predict.ictregBayesHier.Rd list/man/mis.Rd list/man/race.Rd list/man/multi.Rd list/man/ictregBayes.Rd

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