For questions about the Bayesian framework for cognitive modeling. The field is concerned with studying the effectiveness of modeling humans as Bayesian agents, and inferring their mental states based on these models. For general Bayesian inference as used in statistics, use the statistics tag.

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How can Bayesian inference improve upon logistic regression in incorporating psychometric data?

In order to estimate probability of default, banks and other financial institutions have often used logistic regression based on data involving credit history. Suppose an entrepreneur or borrower ...
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How are Bayesian models implemented in the NEF?

One of the much documented problems of Bayesian approaches to cognitive modeling is that there isn't much of a neural grounding. The NEF can be used to compute probabilistic computations with ease (...