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Comparative Analysis2
Maximum Likelihood Statistics2
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Structural Equation Modeling2
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Algina, James1
Duncan, Susan C.1
Duncan, Terry E.1
Li, Fuzhong1
Moulder, Bradley C.1
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A Comparison of Model- and Multiple Imputation-Based Approaches to Longitudinal Analyses with Partial Missingness.
Peer reviewed Peer reviewed
Duncan, Terry E.; Duncan, Susan C.; Li, Fuzhong – Structural Equation Modeling, 1998
Presents an application of latent growth curve methodology to the analysis of longitudinal developmental change in alcohol consumption of 586 young adults, illustrating three approaches to the analysis of missing data: (1) multiple-sample structural equation modeling procedures; (2) raw maximum likelihood analyses; and (3) multiple modeling and…
Descriptors: Algorithms, Change, Comparative Analysis, Drinking
Comparison of Methods for Estimating and Testing Latent Variable Interactions.
Peer reviewed Peer reviewed
Moulder, Bradley C.; Algina, James – Structural Equation Modeling, 2002
Used simulation to compare structural equation modeling methods for estimating and testing hypotheses about an interaction between continuous variables. Findings indicate that the two-stage least squares procedure exhibited more bias and lower power than the other methods. The Jaccard-Wan procedure (J. Jaccard and C. Wan, 1995) and maximum…
Descriptors: Comparative Analysis, Estimation (Mathematics), Hypothesis Testing, Least Squares Statistics