On the minimum description length complexity of multinomial processing tree models
نویسندگان
چکیده
منابع مشابه
Minimum description length model selection of multinomial processing tree models.
Multinomial processing tree (MPT) modeling has been widely and successfully applied as a statistical methodology for measuring hypothesized latent cognitive processes in selected experimental paradigms. In this article, we address the problem of selecting the best MPT model from a set of scientifically plausible MPT models, given observed data. We introduce a minimum description length (MDL) ba...
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Multinomial processing tree (MPT) modeling is a statistical methodology that has been widely and successfully applied for measuring hypothesized latent cognitive processes in selected experimental paradigms. This paper concerns model complexity of MPT models. Complexity is a key and necessary concept to consider in the evaluation and selection of quantitative models. A complex model with many p...
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ژورنال
عنوان ژورنال: Journal of Mathematical Psychology
سال: 2010
ISSN: 0022-2496
DOI: 10.1016/j.jmp.2010.02.001