Peer reviewedERIC Number: EJ613928
Record Type: Journal
Publication Date: 2000
Pages: N/A
Abstractor: N/A
ISBN: N/A
ISSN: ISSN-1070-5511
EISSN: N/A
Available Date: N/A
Treatments of Missing Data: A Monte Carlo Comparison of RBHDI, Iterative Stochastic Regression Imputation, and Expectation-Maximization.
Gold, Michael Steven; Bentler, Peter M.
Structural Equation Modeling, v7 n3 p319-55 2000
Describes a Monte Carlo investigation of four methods for treating incomplete data: (1) resemblance based hot-deck imputation (RBHDI); (2) iterated stochastic regression imputation; (3) structured model expectation maximization; and (4) saturated model expectation maximization. Results favored the expectation maximization methods. (SLD)
Descriptors: Monte Carlo Methods, Regression (Statistics)
Publication Type: Journal Articles; Reports - Descriptive; Reports - Evaluative
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A
Author Affiliations: N/A
