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This package 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), Blair and Imai (2012), Blair, Imai, and Lyall (2013), Imai, Park, and Greene (2014), Aronow, Coppock, Crawford, and Green (2015), and Chou, Imai, and Rosenfeld (2017), and Blair, Chou, and Imai (2018)

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, a method for combining list experiments with direct questions, and models for list experiments with measurement errors. 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.

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Version

Install

install.packages('list')

Monthly Downloads

642

Version

9.2.6

License

GPL (>= 2)

Maintainer

Last Published

January 10th, 2024

Functions in list (9.2.6)

affirm

The 1991 National Race and Politics Survey
ictreg.joint

Item Count Technique: Outcome Models
comp.listEndorse

Comparing List and Endorsement Experiment Data
ict.hausman.test

Hausman Specification Test for Two List Experiment Regression Fit Objects
ict.test

Item Count Technique
combinedListDirect

Combined List Estimator
ictregBayesHier

Item Count Technique
mis

The 1994 Multi-Investigator Survey
predict.ictreg.joint

Predict Method for Item Count Technique, Outcome Regressions
mexico

The 2012 Mexico Elections Panel Study
multi

The 1991 National Race and Politics Survey
race

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.ictregBayesHier

Predict Method for the Item Count Technique with Bayesian Hierarchical Regression
summary.ictreg

Summary Method for the Item Count Technique
predict.ictregBayes

Predict Method for the Item Count Technique with Bayesian MCMC
combinedListExps

Five List Experiments with Direct Questions
ictregBayes

Item Count Technique
ictreg

Item Count Technique