Comparing Model-based and Design-based Structural Equation Modeling Approaches in Analyzing Complex Survey Data

Comparing Model-based and Design-based Structural Equation Modeling Approaches in Analyzing Complex Survey Data

Conventional statistical methods assuming data sampled under simple random sampling are inadequate for use on complex survey data with a multilevel structure and non-independent observations. In structural equation modeling (SEM) framework, a researcher can either use the ad-hoc robust sandwich stan...

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Bibliographic Details
Main Author: Wu, Jiun-Yu
Other Authors: Willson, Victor L.
Format: Others
Language:en_US
Published: 2011
Subjects:
Structural Equation Modeling
Model-based approach
Design-based approach
Multilevel modeling
Robust Standard Error Estimator
Complex Survey
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2010-08-8523

Internet

http://hdl.handle.net/1969.1/ETD-TAMU-2010-08-8523

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