Abstract:Psychological theories often incorporate dynamic processes, but it can be difficult to accurately represent these processes with standard statistical tests. As such, there tends to be a misalignment between theory and statistical analysis. We provide a tutorial on a flexible Bayesian approach to developing and analyzing discrete dynamic models that overcomes many challenges associated with conventional methods. This approach can be used to analyze models of virtually any functional form, including models with … Show more
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