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ERIC Number: EJ533490
Record Type: Journal
Publication Date: 1996
Pages: N/A
Abstractor: N/A
ISSN: ISSN-0027-3171
Maximizing the Usefulness of Data Obtained with Planned Missing Value Patterns: An Application of Maximum Likelihood Procedures.
Graham, John W.; And Others
Multivariate Behavioral Research, v31 n2 p197-218 1996
The utility of the three-form design coupled with maximum likelihood methods for estimation of missing values was evaluated. Simulation studies demonstrate that maximum likelihood estimation and multiple imputation methods produce the most efficient and least biased estimates of variances and covariances for normally distributed and slightly skewed data when data are missing completely at random. (SLD)
Publication Type: Reports - Evaluative; Speeches/Meeting Papers; Journal Articles
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A