Introduction to Bayesian Data Analysis for Cognitive Science - Paperback

by Bruno Nicenboim (Author), Daniel J. Schad (Author), Shravan Vasishth (Author)

This book introduces Bayesian data analysis and Bayesian cognitive modeling to students and researchers in cognitive science (e.g. linguistics, psycholinguistics, psychology, computer science) with a focus on modeling data from planned experiments. The book relies on the probabilistic programming language Stan and the R package brms.

Author Biography

Bruno Nicenboim is assistant professor in the department of Cognitive Science and Artificial Intelligence at Tilburg University in the Netherlands, working within the area of computational psycholinguistics.

Daniel J. Schad is a cognitive psychologist and is professor of Quantitative Methods at the HMU Health
and Medical University in Potsdam, Germany.

Shravan Vasishth is professor of psycholinguistics at the department of Linguistics at the University of Potsdam, Germany; he is a chartered statistician (Royal Statistical Society, UK).