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Robust Modeling in Cognitive Science

机译:健壮的认知科学的建模

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摘要

In an attempt to increase the reliability of empirical findings, psychological scientists have recently proposed a number of changes in the practice of experimental psychology. Most current reform efforts have focused on the analysis of data and the reporting of findings for empirical studies. However, a large contingent of psychologists build models that explain psychological processes and test psychological theories using formal psychological models. Some, but not all, recommendations borne out of the broader reform movement bear upon the practice of behavioral or cognitive modeling. In this article, we consider which aspects of the current reform movement are relevant to psychological modelers, and we propose a number of techniques and practices aimed at making psychological modeling more transparent, trusted, and robust.
机译:为了增加的可靠性实证研究发现,心理上的科学家们最近提出了一个数量的变化实验心理学的实践。改革的努力专注于分析数据和报告的实证结果研究。心理学家建立模型解释心理过程和心理测试使用正式的心理模型理论。但不是全部,建议的证实更广泛的改革运动有关的实践行为或认知建模。篇文章中,我们考虑当前的哪些方面改革运动与心理有关建模者,我们提出的技术和实践,旨在使心理建模更加透明、可信和鲁棒性。

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