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ERIC Number: EJ1148104
Record Type: Journal
Publication Date: 2017-Aug
Pages: 28
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0049-1241
EISSN: N/A
A Unified Approach to Measurement Error and Missing Data: Details and Extensions
Blackwell, Matthew; Honaker, James; King, Gary
Sociological Methods & Research, v46 n3 p342-369 Aug 2017
We extend a unified and easy-to-use approach to measurement error and missing data. In our companion article, Blackwell, Honaker, and King give an intuitive overview of the new technique, along with practical suggestions and empirical applications. Here, we offer more precise technical details, more sophisticated measurement error model specifications and estimation procedures, and analyses to assess the approach's robustness to correlated measurement errors and to errors in categorical variables. These results support using the technique to reduce bias and increase efficiency in a wide variety of empirical research. [For the companion article, "A Unified Approach to Measurement Error and Missing Data: Overview and Applications," see EJ1148091.]
SAGE Publications. 2455 Teller Road, Thousand Oaks, CA 91320. Tel: 800-818-7243; Tel: 805-499-9774; Fax: 800-583-2665; e-mail: journals@sagepub.com; Web site: http://sagepub.com
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: Researchers
Language: English
Sponsor: National Science Foundation (NSF)
Authoring Institution: N/A
Grant or Contract Numbers: SES1059723