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12 - Strategies for Missing Data

from Part IV - Advanced Topics

Published online by Cambridge University Press:  15 November 2018

Michael D. Ward  and
John S. Ahlquist
Michael D. Ward
Affiliation:
Duke University, North Carolina
John S. Ahlquist
Affiliation:
University of California, San Diego
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Summary

Discusses problems induced by missing data and the multiple imputation strategies for dealing with it.Introduces and compares EM and Gaussian copula imputation methods.

Keywords

missing datamultiple imputationEMcopula
Type
Chapter
Information
Maximum Likelihood for Social Science
Strategies for Analysis
 , pp. 249 - 270
Publisher: Cambridge University Press
Print publication year: 2018

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