Tag: Bayesian Methods

Bayesian Response Surface Analysis (BRSA) for Congruence Hypothesis

We propose Bayesian Response Surface Analysis (BRSA) for null hypothesis testing using Region of Practical Equivalence (ROPE) and model comparison (out-of-sample predictive accuracy). Further, we propose the use of generalized additive models (GAMs)...

Dynamic Dyadic Systems

Bayesian Methods Tutorials for Psychological Research

Methods for collecting psychologically relevant data and modeling these data are rapidly advancing. Bayesian statistical methods have emerged as a set of particularly useful techniques, both within cognitive psychology and more broadly in psychological science...

The Probabilistic Mind: A Bayesian Cognitive Modeling Tutorial

Stochastic Systems: A Bayesian Networks Tutorial

The Basics of the Bayesian Approach: An Introductory Tutorial

Bayesian Methods

Bayesian Bloom by Julia Fischer and A Garron Torres As the use of large data sets and complex modeling methods becomes more common in psychological science, students and researchers must be equipped with the relevant statistical knowledge. In particular, Bayesian statistical methods have become increasingly popular, both within cognitive psychology and more broadly in the… Read more Bayesian Methods

Modeling With Uncertainty: A Bayesian Parameter Estimation Tutorial