Sentences with phrase «tar model for state»
Next, we describe the existing AR and TAR models and we present the basic multilevel TAR model for state - dependent regulation.
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The multilevel TAR model that we develop in this study is suitable for testing this hypothesis, and can be used in a broader context for investigating various proposed mechanisms of state - dependent regulation.
Importantly, using the multilevel TAR model, researchers can use person - level variables as predictors both for the inertias, representing the state - dependent regulatory weakness, and for the threshold representing a person's equilibrium.
In conclusion, we note that the TAR model was clearly preferable to an AR model for these data, since affect regulation was state - dependent for most of the individuals in the sample and a multilevel AR model would misrepresent the underlying regulatory process.
Thus, a posterior distribution was obtained for this difference, and the 95 % credible interval of this difference was then used as a decision criterion: When 0 was included in the credible interval, there was no evidence that there are two different mean inertias, so we selected the multilevel AR model; when 0 was not included in the credible interval of the mean difference, this was taken as evidence that there are two distinct states with different mean inertias, so we selected the multilevel TAR model.