Bayesian Cognitive Modeling

EJ Wagenmakers and I have written a graduate coursebook, published by Cambridge University Press.

Lee, M.D., & Wagenmakers, E.-J. (2013). Bayesian Cognitive Modeling: A Practical Course. Cambridge University Press.

Here are links for the: Book Website, Google BooksAmazon US, Amazon UK, and Cambridge University Press sites.

We teach this course for a week in Amsterdam, during the summer. We’d love to see you there. Follow this link for the most recent course page.

You can download drafts of the first two parts of the book, the associated code, and some draft answers.

More recently, I wrote a review chapter for the forthcoming Stevens’ handbook. It focuses on two areas where I now think the book could do a little better: (1) giving more emphasis to determining priors, and (2) integrating parameter estimation and model selection more tightly in applications.

Lee, M.D. (in press). Bayesian methods in cognitive modeling. Submitted for The Stevens’ Handbook of Experimental Psychology and Cognitive Neuroscience, Fourth Edition. [pdf] [osf]

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