A Simple Method for Comparing Complex Models: Bayesian Model Comparison for Hierarchical Multinomial Processing Tree Models Using Warp-III Bridge Sampling |
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Authors: | Gronau Quentin F. Wagenmakers Eric-Jan Heck Daniel W. Matzke Dora |
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Affiliation: | 1.University of Amsterdam, Nieuwe Achtergracht 129 B, 1018 WT , Amsterdam, The Netherlands ;2.University of Mannheim, Mannheim, Germany ; |
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Abstract: | Psychometrika - Multinomial processing trees (MPTs) are a popular class of cognitive models for categorical data. Typically, researchers compare several MPTs, each equipped with many parameters,... |
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