Model specification searches in structural equation modeling using tabu search

This article introduces an alternative structural equation modeling (SEM) specification search approach that is based on the Tabu search procedure. Using data with known structure, the performance of the Tabu search is illustrated. The results demonstrate the capabilities of the Tabu search procedure for conducting specification searches in SEM.

[1]  Peter M. Bentler,et al.  Model Search With TETRAD II and EQS , 1990 .

[2]  Said Salhi,et al.  Heuristic Search Methods , 1998 .

[3]  Richard Scheines,et al.  Simulation Studies of the Reliability of Computer-Aided Model Specification Using the TETRAD II, EQS, and LISREL Programs , 1990 .

[4]  R. P. McDonald,et al.  Goodness-of-fit indexes in confirmatory factor analysis : The effect of sample size , 1988 .

[5]  Richard Scheines,et al.  Discovering Causal Structure: Artificial Intelligence, Philosophy of Science, and Statistical Modeling , 1987 .

[6]  H. Bozdogan On the information-based measure of covariance complexity and its application to the evaluation of multivariate linear models , 1990 .

[7]  Peter M. Bentler,et al.  EQS : structural equations program manual , 1989 .

[8]  J. S. Long,et al.  Covariance Structure Models: An Introduction to LISREL , 1983 .

[9]  Douglas A. Henderson,et al.  Stepwise Regression in Social and Psychological Research , 1989 .

[10]  Robert C. MacCallum,et al.  SPECIFICATION SEARCHES IN COVARIANCE STRUCTURE MODELING , 1986 .

[11]  George A. Marcoulides,et al.  Multivariate Statistical Methods: A First Course , 1997 .

[12]  P. Bentler,et al.  Significance Tests and Goodness of Fit in the Analysis of Covariance Structures , 1980 .

[13]  Karl G. Jöreskog,et al.  Lisrel 8: User's Reference Guide , 1997 .

[14]  Willem E. Saris,et al.  Detection of Specification Errors in Linear Structural Equation Models , 1979 .

[15]  Willem E. Saris,et al.  The Detection and Correction of Specification Errors in Structural Equation Models , 1987 .

[16]  V. Barnett,et al.  Applied Linear Statistical Models , 1975 .

[17]  Karl G. Jöreskog,et al.  Model Search With TETRAD II and LISREL , 1990 .

[18]  H. Marsh,et al.  An evaluation of incremental fit indices: A clarification of mathematical and empirical properties. , 1996 .