1st Edition

New Methods in Cognitive Psychology

Edited By Daniel Spieler, Eric Schumacher Copyright 2020
300 Pages
by Routledge

300 Pages
by Routledge

300 Pages
by Routledge

This book provides an overview of cutting-edge methods currently being used in cognitive psychology, which are likely to appear with increasing frequency in coming years. Once built around univariate parametric statistics, cognitive psychology courses now seem deficient without some contact with methods for signal processing, spatial statistics, and machine learning. There are also important... Read more

Rouder, F., Hierarchical Models in Cognitive Psychology. Martin Sliwinski, Longitudinal Models. A. Conway, Structural Equation Models and Process Theories.

4. Bayesian Statistics for Cognitive Psychology

Possible Author: Andy Gelman, Columbia

II. Advances in Data Analysis and Data Interpretation

5. Anatomical Constraints and Process Oriented Inferences

Possible Authors: Russ Poldrack, University of Texas

6. Multivoxel Pattern Analysis

Possible Authors: Ken Norman, Princeton; Frank Tong Vanderbilt; John Serences, UCSD

7. Meta-Analyses in Cognitive Neuroscience

Possible Author: Tor Wager, Columbia

8. Network and Connectivity Analyses

Possible Author: Barry Horwitz, NIH; Shella Kielholz Emory

9. Transcranial Magnetic Stimulation and Cognitive Processing

Possible Author: Brad Postle, Wisconsin

10. EEG Phase Synchrony and Cognitive Processing

Possible Author: John Cavanaugh Arizona; Michael Cohen Amsterdam

11. "Data Mining for Psychology"

Possible Authors: Josh Tenenbaum, MIT; Dennis Norris, Cambridge; Michael Lee, UC Irvine

12. Response Times: Models and the Interpretation of Response Time Data

Possible Authors: Andrew Heathcote University of Newcastle; Scott Brown, University of Newcastle

13. Receiver Operating Characteristics (ROC) curves in memory research

Possible Authors: Ian Dobbins, Washington University; Andrew Yonelinas, UC Davis

Biography

Daniel Spieler is Associate Professor of Psychology at the Georgia Institute of Technology. He has researched in memory, aging, and visual perception, and his main teaching areas are introductory cognitive psychology and statistics.

Eric Schumacher is Professor of Psychology at the Georgia Institute of Technology. His research investigates both the cognitive and the neuroscientific aspects of the processes and representations required to carry out flexible behavior across a wide variety of domains.