New methods in cognitive psychology

著者

    • Spieler, Daniel
    • Schumacher, Eric

書誌事項

New methods in cognitive psychology

edited by Daniel Spieler and Eric Schumacher

(Frontiers of cognitive psychology)(A Psychology Press book)

Routledge, 2020

  • : hbk
  • : pbk

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

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 changes in analyses of behavioral data (e.g., hierarchical modeling and Bayesian inference) and there is the obvious change wrought by the advancement of functional imaging. This book begins by discussing the evidence of this rapid change, for example the movement between using traditional analyses of variance to multi-level mixed models, in psycholinguistics. It then goes on to discuss the methods for analyses of physiological measurements, and how these methods provide insights into cognitive processing. New Methods in Cognitive Psychology provides senior undergraduates, graduates and researchers with cutting-edge overviews of new and emerging topics, and the very latest in theory and research for the more established topics.

目次

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

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詳細情報

  • NII書誌ID(NCID)
    BB29572980
  • ISBN
    • 9781848726307
    • 9781848726314
  • LCCN
    2019027920
  • 出版国コード
    us
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    New York
  • ページ数/冊数
    viii, 292 p.
  • 大きさ
    23-24 cm
  • 分類
  • 件名
  • 親書誌ID
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