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9.2.6

Statistical Methods for the Item Count Technique and List Experiment

0packages depend
5.5Kdownloads / year
36.5%test coverage
13/13checks pass

Overview

About
Maintained by Graeme BlairFirst published 2010-07-0928 releasesCRAN page ↗

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, Chou, Imai, and Rosenfeld (2017) doi:10.1177/0049124117729711, and Blair, Chou, and Imai (2018) https://imai.fas.harvard.edu/research/files/listerror.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, a method for combining list experiments with direct questions, and methods for diagnosing and adjusting for response error. 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.

Install

Health

CRAN checks
13OK
Slowest check: 4.4 min · r-devel-windows-x86_64
Code health
Yes
Tests · ratio 0.06
36.5%
Coverage · measured lines
100%
Documentation · exports
12
Dependencies · direct
Check history
  • OK2026-08-05
    13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
  • NOTE2026-08-01
    12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
  • OK2026-03-10
    14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

Documentation
READMEYes · 201 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo
Examples that run
92%
Documented parameters
100%
Return-value docs
100%
References docs
60%

Downloads

5.5K
CRAN downloads in the past year
Rank #7,198 · ~15/day · ~455/mo
Daily download trend is not available in this view yet.
38030 days
1.2K90 days
5.5K1 year
Compare downloads with other packages →
Also on394 r2u27 autocran

Dependencies

Declared dependencies
11 external dependencies (excludes base and recommended)
Depends (3)
R >= 3.2.0utilssandwich
LinkingTo (0)
none
Suggests (2)
Enhances (0)
none
Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (5)
Maintainer (1)
Author, Maintainer
Authors (3)
Author, Maintainer
Author · added in 8.2
Contributors (2)
Contributor · added in 8.0
Contributor · added in 7.0
Package Timeline

28 releases. Pick two to compare their code metrics. R releases are shown for context.

  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • R
    R 4.4.0 released · 2024-04-24
  • 9.2.6Latest
    2024-01-10 · current release · diff ↗
  • R
    R 4.3.0 released · 2023-04-21
  • 9.2.4
    2022-06-26 · diff ↗
  • 9.2.2
    2022-05-25 · diff ↗
  • 9.2.1
    2022-05-09 · diff ↗
  • unarchivedReturned to CRAN
    2022-05-09
  • archivedRemoved from CRAN
    2022-05-07
    installation issues were not corrected in time
  • R
    R 4.2.0 released · 2022-04-22
  • R
    R 4.1.0 released · 2021-05-18
  • R
    R 4.0.0 released · 2020-04-24
  • 9.2
    2020-03-19 · diff ↗
  • unarchivedReturned to CRAN
    2020-03-19
  • archivedRemoved from CRAN
    2020-02-24
    check problems were not corrected in time Simple fix needed to issues reported by LTO
Show 35 earlier events
  • R
    R 3.6.0 released · 2019-04-26
  • 9.1
    2019-02-26 · diff ↗
  • 9.0
    2018-11-06 · diff ↗
  • R
    R 3.5.0 released · 2018-04-23
  • R
    R 3.4.0 released · 2017-04-21
  • 8.3
    2016-12-30 · diff ↗
  • 8.2
    2016-08-16 · diff ↗
  • 8.1
    2016-07-27 · diff ↗
  • R
    R 3.3.0 released · 2016-05-03
  • 8.0
    2015-05-20 · diff ↗
  • R
    R 3.2.0 released · 2015-04-16
  • 7.1
    2014-11-29 · diff ↗
  • 7.0
    2014-08-18 · diff ↗
  • R
    R 3.1.0 released · 2014-04-10
  • 6.1
    2014-03-06 · diff ↗
  • 6.0
    2013-04-24 · diff ↗
  • R
    R 3.0.0 released · 2013-04-03
  • 5.2
    2013-01-06 · diff ↗
  • R
    R 2.15.0 released · 2012-03-30
  • 5.1
    2012-03-22 · diff ↗
  • 5.0
    2012-01-03 · diff ↗
  • 4.2
    2011-11-02 · diff ↗
  • R
    R 2.14.0 released · 2011-10-31
  • 4.1
    2011-05-24 · diff ↗
  • 4.0
    2011-05-04 · diff ↗
  • R
    R 2.13.0 released · 2011-04-13
  • 3.0
    2011-04-06 · diff ↗
  • 2.3
    2011-03-09 · diff ↗
  • 2.2
    2011-01-20 · diff ↗
  • 2.1
    2011-01-03 · diff ↗
  • 2.0
    2010-12-14 · diff ↗
  • R
    R 2.12.0 released · 2010-10-15
  • 1.1
    2010-07-25 · diff ↗
  • 1.0
    2010-07-09
  • R
    R 2.11.0 released · 2010-04-22

Package metadata

First published
2010-07-09
Total releases
28 / 16 yrs
License
GPL (>= 2) OSI
Minimum R
≥ 3.2.0
Bundled data
116 KB / 6 files
Download size
231 KB
Installed size
not tracked yet
With dependencies
not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("list")
Blair, G., Chou, W., Coppock, A., Imai, K., & Park, B. (2024). list: Statistical Methods for the Item Count Technique and List Experiment (Version 9.2.6) [Computer software]. https://doi.org/10.32614/CRAN.package.list

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for list version 9.2.6 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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