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Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience, Methodology Volume 5 [Hardback]

Editor-in-chief (University of California, La Jolla, California), Volume editor
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 V. Methodology: E. J. Wagenmakers (Volume Editor)

Topics covered include methods and models in categorization; cultural consensus theory; network models for clinical psychology; response time modeling; analyzing neural time series data; models and methods for reinforcement learning; convergent methods of memory research; theories for discriminating signal from noise; bayesian cognitive modeling; mathematical modeling in cognition and cognitive neuroscience; the stop-signal paradigm; hypothesis testing and statistical inference; model comparison in psychology; fmri; neural recordings; open science; neural networks and neurocomputational modeling; serial versus parallel processing; methods in psychophysics.
Preface ix
1 Computational Modeling In Cognition And Cognitive Neuroscience
1(36)
Stephan Lewandowsky
Klaus Oberauer
2 Bayesian Methods In Cognitive Modeling
37(48)
Michael D. Lee
3 Model Comparison In Psychology
85(34)
Jay I. Myung
Mark A. Pitt
4 Statistical Inference
119(42)
Richard D. Morey
5 Elementary Signal Detection And Threshold Theory
161(40)
David Kellen
Karl Christoph Klauer
6 Cultural Consensus Theory
201(64)
William H. Batchelder
Royce Anders
Zita Oravecz
7 Methods In Psychophysics
265(42)
Felix A. Wichmann
Frank Jakel
8 The Categorization Experiment: Experimental Design And Data Analysis
307(42)
F. Gregory Ashby
Vivian V. Valentin
9 Response Times And Decision-Making
349(34)
Christopher Donkin
Scott D. Brown
10 The Stop-Signal Paradigm
383(46)
Dora Matzke
Frederick Verbruggen
Gordon D. Logan
11 Uncovering Mental Architecture And Related Mechanisms In Elementary Human Perception, Cognition, And Action
429(30)
James T. Townsend
Michael J. Wenger
Joseph W. Houpt
12 Convergent Methods In Memory Research
459(48)
Ian G. Dobbins
David M. Schnyer
13 Models And Methods For Reinforcement Learning
507(40)
Peter Dayan
Hiroyuki Nakahara
14 An Overview Of Neural Time Series Analyses
547(18)
Michael X. Cohen
15 Methods For fMRI Analysis
565(32)
Corey N. White
Russell A. Poldrack
16 Neural Recordings At Multiple Scales
597(56)
Alexander Maier
Jeffrey D. Schall
Geoffrey F. Woodman
17 Neural Networks And Neurocomputational Modeling
653(40)
Hazem Toutounji
Loreen Hertag
Daniel Durstewitz
18 Network Models For Clinical Psychology
693(36)
Riet van Bork
Claudia D. van Borkulo
Lourens J. Waldorp
Angelique O. J. Cramer
Denny Borsboom
19 Open Science
729(48)
Barbara A. Spellman
Elizabeth A. Gilbert
Katherine S. Corker
Author Index 777(24)
Subject Index 801