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• W1651663237 abstract "In the social sciences we are often interested in comparing models specified by parametric equality or inequality constraints. For instance, when examining three group means [Formula: see text] through an analysis of variance (ANOVA), a model may specify that [Formula: see text], while another one may state that [Formula: see text], and finally a third model may instead suggest that all means are unrestricted. This is a challenging problem, because it involves a combination of nonnested models, as well as nested models having the same dimension. We adopt an objective Bayesian approach, requiring no prior specification from the user, and derive the posterior probability of each model under consideration. Our method is based on the intrinsic prior methodology, suitably modified to accommodate equality and inequality constraints. Focussing on normal ANOVA models, a comparative assessment is carried out through simulation studies. We also present an application to real data collected in a psychological experiment." @default.
• W1651663237 created "2016-06-24" @default.
• W1651663237 creator A5032408498 @default.
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• W1651663237 date "2016-10-04" @default.
• W1651663237 modified "2023-10-03" @default.
• W1651663237 title "Objective Bayesian Comparison of Constrained Analysis of Variance Models" @default.
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• W1651663237 doi "https://doi.org/10.1007/s11336-016-9516-y" @default.
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