Estimating Structural Equation Models Using James–Stein Type Shrinkage Estimators

We propose a two-step procedure to estimate structural equation models (SEMs). In a first step, the latent variable is replaced by its conditional expectation given the observed data. This conditional expectation is estimated using a James–Stein type shrinkage estimator. The second step consists of...

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Veröffentlicht in:	Psychometrika 2021-03, Vol.86 (1), p.96-130
Hauptverfasser:	Burghgraeve, Elissa, De Neve, Jan, Rosseel, Yves
Format:	Artikel
Sprache:	eng
Schlagworte:	Assessment Behavioral Science and Psychology Humanities Law Psychology Psychometrics Regression analysis Simulation Statistical Theory and Methods Statistics for Social Sciences Structural equation modeling Testing and Evaluation Theory and Methods Variables
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