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Part 1: Document Description
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Citation |
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Title: |
Replication data for: Statistical Analysis of List Experiments |
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Identification Number: |
doi:10.7910/DVN/7WEJ09 |
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Distributor: |
Harvard Dataverse |
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Date of Distribution: |
2011-11-03 |
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Version: |
2 |
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Bibliographic Citation: |
Graeme Blair; Kosuke Imai, 2011, "Replication data for: Statistical Analysis of List Experiments", https://doi.org/10.7910/DVN/7WEJ09, Harvard Dataverse, V2 |
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Citation |
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Title: |
Replication data for: Statistical Analysis of List Experiments |
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Identification Number: |
doi:10.7910/DVN/7WEJ09 |
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Authoring Entity: |
Graeme Blair (Princeton University) |
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Kosuke Imai (Princeton University) |
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Producer: |
Political Analysis |
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Date of Production: |
2011 |
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Distributor: |
Harvard Dataverse |
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Distributor: |
IQSS Dataverse Network |
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Access Authority: |
Graeme Blair |
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Date of Deposit: |
2011-10-31 |
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Series Name: |
Volume 20, Issue 1 |
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Holdings Information: |
https://doi.org/10.7910/DVN/7WEJ09 |
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Study Scope |
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Abstract: |
The validity of empirical research often relies upon the accuracy of self-reported behavior and beliefs. Yet, eliciting truthful answers in surveys is challenging especially when studying sensitive issues such as racial prejudice, corruption, and support for militant groups. List experiments have attracted much attention recently as a potential solution to this measurement problem. Many researchers, however, have used a simple difference-in-means estimator without being able to efficiently examine multivariate relationships between respondents' characteristics and their answers to sensitive items. Moreover, no systematic means exist to investigate role of underlying assumptions. We fill these gaps by developing a set of new statistical methods for list experiments. We identify the commonly invoked assumptions, propose new multivariate regression estimators, and develop methods to detect and adjust for potential violations of key assumptions. For empirical illustrations, we analyze list experiments concerning racial prejudice. Open-source software is made available to implement the proposed methodology. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Notes: |
<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a> |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Blair, Graeme, and Kosuke Imai. 2012. "Statistical Analysis of List Experiments." Political Analysis (Winter 2012) 20 (1): 47-77. <a href= "http://pan.oxfordjournals.org/content/20/1/47.short" target= "_new">article available here</a> |
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Identification Number: |
10.1093/pan/mpr048 |
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Bibliographic Citation: |
Blair, Graeme, and Kosuke Imai. 2012. "Statistical Analysis of List Experiments." Political Analysis (Winter 2012) 20 (1): 47-77. <a href= "http://pan.oxfordjournals.org/content/20/1/47.short" target= "_new">article available here</a> |
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Label: |
Corstange2009_listit.R |
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Text: |
Corstange (2009) "listit" estimator code |
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Notes: |
text/plain; charset=US-ASCII |
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listP.pdf |
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Text: |
Current version of the working paper, with figures and tables replicable with this archive |
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Notes: |
application/pdf |
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listPSupplement.pdf |
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Text: |
Supplemental appendices |
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Notes: |
application/pdf |
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list_4.2.tar.gz |
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Text: |
R list package |
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application/x-gzip |
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ModifiedN1000.RData |
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application/x-rlang-transport |
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ModifiedN1500.RData |
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application/x-rlang-transport |
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ModifiedN500.RData |
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application/x-rlang-transport |
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PA_Replication.R |
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Main replication R code file for tables and figures in the paper |
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Notes: |
text/plain; charset=US-ASCII |
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PA_Simulations.R |
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Simulation replication R code file |
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text/plain; charset=US-ASCII |
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TestsN1000-J3.Rdata |
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application/x-rlang-transport |
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TestsN2000-J3.Rdata |
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application/x-rlang-transport |
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TestsN500-J3.Rdata |
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Notes: |
application/x-rlang-transport |