The conference “Bayesian Methods for the Social Sciences II”  will take place October 16-18 (next week!) at the University of Amsterdam. Leading researchers will discuss Bayesian advances in network modeling, demography, model selection, and language change. The complete programme is here. You can register until just before the conference starts. Currently we still have enough room to accommodate a few…

In a previous blog post, we proposed the following test of your Bayesian intuition: Three friends –Alex, Bart, and Cedric– each assign their own prior distribution to a binomial chance parameter θ. Let’s say that θ is the chance that Harriet bakes a vegan pancake rather than a bacon pancake. Alex assigns θ a beta(300,3) prior distribution, indicating a strong…

Three friends –Alex, Bart, and Cedric– each assign their own prior distribution to a binomial chance parameter θ. Let’s say that θ is the chance that Harriet bakes a vegan pancake rather than a bacon pancake. Alex assigns θ a beta(300,3) prior distribution, indicating a strong belief in high values of θ (i.e., Alex predicts that almost all of Harriet’s…

Bayes’ rule dictates how new data update the credibility of competing accounts of the world . An immediate consequence of the definition of conditional probability, Bayes’ rule is usually presented as follows: The way I mentally check this equation is to take the denominator of the expression on the right-hand side, , and multiply it with the left side of…

Since 2017, Dora Matzke and I have been teaching the master course “Bayesian Inference for Psychological Science”. Over the years, the syllabus for this course matured into a book (and an accompanying book of answers) titled “Bayesian inference from the ground up: The theory of common sense”. The current plan is to finish the book in the next few months,…