Table of Contents
Introduction
Chapter 1 - An Introduction to Mixed Models for Experimental Psychology, by Henrik Singmann and David Kellen
Chapter 2 - Bayesian Hierarchical Models In Psychological Science: A Tutorial, by Jeffrey N. Rouder and Jordan M. Province
Chapter 3 – The Megastudy Paradigm: A New Direction for Behavioral Research in Cognitive Science, by Michael J. Cortese
Chapter 4 - How to Test Cognitive Theory with fMRI, by Christopher H. Chatham and David Badre
Chapter 5 – Mapping Functional Connectivity and Network Dynamics with Resting State MRI, by Shella D. Keilholz, Garth J. Thompson, Matthew E. Magnuson and Wen-Ju Pan
Chapter 6 - Multivariate neuroimaging analysis: new methods for finding linear relationships in the nonlinear brain, by Thomas Naselaris
Chapter 7 - Electrophysiological phase synchrony in distributed brain networks as a promising tool in the study of cognition, by Irene van de Vijver & Michael X Cohen
Chapter 8 - A tutorial for transcranial magnetic and electrical stimulations in cognitive psychology, by Jacqueline M. Thompson & Roi Cohen Kadosh