Exciting #rstats news for Bayesian model comparison: bridgesampling is finally ready to support cmdstanr, see screenshot. Help us by installing the development version of bridgesampling and letting us know if it works for your model(s): pak::pkg_install("quentingronau/bridgesampling#44")

#rstats #statistics I've released my new open source book, "Powered by Linear Algebra: the role of matrices and vector space in data science," at matloff.github.io/WackyLinearA.... Turns the classic LA course on its head! Still proves the theorems, but with a deep emphasis on applications.

Our lab has a list of papers that use statistical sampling algorithms like MCMC to explain human behaviour. Thanks to @lcastillo.bsky.social, you can select by behaviour or algorithm. If we've missed any, please let us know! sampling.warwick.ac....

Had a great time working with Lucas and Adam on this preprint and the package! Let us know what you think!

Thrilled to see my first publication out in PB&R with @sotarokita.bsky.social and @suzanneaussems.bsky.social! Adults interpret novel verbs using iconic speed cues in speech prosody and hand gesture, with a small but reliable link across modalities. Open access: link.springer.com/10.3758/s134...

5 stars is better than 4 stars, but can we even define how much better it might be? Modeling ordinal outcomes like ratings is a subtle topic; fortunately I have a new chapter that dives directly into that nuance. HTML: betanalpha.github.io/assets/chapt... PDF: betanalpha.github.io/assets/chapt...

New paper with Tong Liu and Arndt Broeder, just accepted in Cognition. We test novel qualitative predictions from sampling-based models of probability estimation in an event ranking task. Results provide evidence for the idea that mental sampling underlies probability judgements.

"Noise in Cognition: Bug or Feature?" is now available in Perspectives on Psychological Science doi.org/10.1177/1745... (1/4)

🚨 A new preprint is out! How does utility influence mental simulations of risky events? 🤔🎲 We tested this across 4 experiments & found that most people simulate probabilities accurately, but biases emerge in key conditions! If you want to learn more, keep reading! doi.org/10.31234/osf...

New Preprint Out! 🚀🚀 Can people generate a random sequence if given enough time? Keep reading if - You make cognitive models with randomness in them - You like to explore the world, be creative, choose well - You want protection from clever agents exploiting patterns in your behavior. osf.io/awg9j