New methods in cognitive psychology

Includes bibliographical references.

An introduction to mixed models for experimental psychology / by Henrik Singmann and David Kellen -- Bayesian hierarchical models in psychological science: a tutorial / by Jeffrey N. Rouder & Jordan M. Province -- The megastudy paradigm: A new direction for behavioral research in cognitive science / by Michael J.Cortese -- How to test cognitive theory with fMRI / by Christopher H. Chatham & David Badre -- Mapping functional connectivity and network dynamics with resting state MRI / by Shella D. Keilholz, Garth J. Thompson, Matthew E. Magnuson, Wen-Ju Pan -- Multivariate neuroimaging analysis: new methods for finding linear relationships in the nonlinear brain / by Thomas Naselaris -- Electrophysiological phase synchrony in distributed brain networks as a promising tool in the study of cognition / by Irene van de Vijver & Michael X Cohen -- A tutorial for transcranial magnetic and electrical stimulations in cognitive psychology / by Jacqueline M. Thompson & Roi Cohen Kadosh.

"This volume provides an overview of cutting-edge methods currently being used in cognitive psychology. These theoretical insights and methodological innovations are not as widely represented within the cognitive psychological literature as more traditional methods, but they are likely to appear with increasing frequency in coming years. As such, it is not a typical research methods volume that covers familiar ground, but it is in some ways speculative and also instructive to psychologists unfamiliar with the new methods"--