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Brigham Young University

Bayesian analysis

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Exploring Fit For Nonlinear Structural Equation Models, Phillip Isaac Pfleger Apr 2019

Exploring Fit For Nonlinear Structural Equation Models, Phillip Isaac Pfleger

Theses and Dissertations

Fit indices and fit measures commonly used to determine the accuracy and desirability of structural equation models are expected to be insensitive to nonlinearity in the data. This includes measures as ubiquitous as the CFI, TLI, RMSEA, SRMR, AIC, and BIC. Despite this, some software will report these measures when certain models are used. Consequently, some researchers may be led to use these fit measures without realizing the impropriety of the act. Alternative fit measures have been proposed, but these measures require further testing. As part of this thesis, a large simulation study was carried out to investigate alternative fit …