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.
|Author||Graeme Blair [aut, cre], Kosuke Imai [aut, cre], Bethany Park [ctb], Alexander Coppock [ctb], Winston Chou [ctb]|
|Date of publication||2016-12-30 19:37:30|
|Maintainer||Graeme Blair <firstname.lastname@example.org>|
|License||GPL (>= 2)|
affirm: The 1991 National Race and Politics Survey
combinedListDirect: Combined List Estimator
combinedListExps: Five List Experiments with Direct Questions
comp.listEndorse: Comparing List and Endorsement Experiment Data
ictreg: Item Count Technique
ictregBayes: Item Count Technique
ictregBayesHier: Item Count Technique
ictreg.joint: Item Count Technique: Outcome Models
ict.test: Item Count Technique
mexico: The 2012 Mexico Elections Panel Study
mis: The 1994 Multi-Investigator Survey
multi: The 1991 National Race and Politics Survey
plot.predict.ictreg: Plot Method for the Item Count Technique
predict.ictreg: Predict Method for Item Count Technique
predict.ictregBayes: Predict Method for the Item Count Technique with Bayesian...
predict.ictregBayesHier: Predict Method for the Item Count Technique with Bayesian...
predict.ictreg.joint: Predict Method for Item Count Technique, Outcome Regressions
race: The 1991 National Race and Politics Survey
summary.ictreg: Summary Method for the Item Count Technique