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Applied Psychological Measurement
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PAC M : A Two-Stage Procedure for Analyzing Structural Models

Donald R. Lehmann

Columbia University

Sunil Gupta

University of California, Los Angeles

An alternative procedure for estimating structural equations models is described. The two-stage proce dure, Path Analysis of Covariance Matrix (PACM), sep arately estimates the measurement and structural models using standard least-squares procedures. PACM was empirically compared to simultaneous maximum likelihood estimation of measurement and structural models using LISREL. PACM produced results similar to LISREL in many cases; it also seems to have advan tages when dealing with large-scale problems, model misspecifications, collinearity among indicators, and missing data.

Key Words: Index terms: causal models • confirma tory factor analysis • LISREL • path analysis • structural equations models.

Applied Psychological Measurement, Vol. 13, No. 3, 301-321 (1989)
DOI: 10.1177/014662168901300311
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