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More Stable Estimation of the STARTS Model: A Bayesian Approach Using Markov Chain Monte Carlo Techniques

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Published in 2018 at "Psychological Methods"

DOI: 10.1037/met0000155

Abstract: Abstract The STARTS (Stable Trait, AutoRegressive Trait, and State) model decomposes individual differences in psychological measurement across time into 3 sources of variation: a time-invariant stable component, a time-varying autoregressive component, and an occasion-specific state… read more here.

Keywords: starts model; estimation; bayesian approach; markov chain ... See more keywords