Stevens´ Handbook of Experimental Psychology and Cognitive Neuroscience: Methodology

 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. INDICE: PREFACE ix .1 COMPUTATIONAL MODELING IN COGNITION AND COGNITIVE NEUROSCIENCE 1Stephan Lewandowsky and Klaus Oberauer .2 BAYESIAN METHODS IN COGNITIVE MODELING 37Michael D. Lee .3 MODEL COMPARISON IN PSYCHOLOGY 85Jay I. Myung and Mark A. Pitt .4 STATISTICAL INFERENCE 119Richard D. Morey .5 ELEMENTARY SIGNAL DETECTION AND THRESHOLD THEORY 161David Kellen and Karl Christoph Klauer .6 CULTURAL CONSENSUS THEORY 201William H. Batchelder, Royce Anders, and Zita Oravecz .7 METHODS IN PSYCHOPHYSICS 265Felix A. Wichmann and Frank Jäkel .8 THE CATEGORIZATION EXPERIMENT: EXPERIMENTAL DESIGN AND DATA ANALYSIS 307F. Gregory Ashby and Vivian V. Valentin .9 RESPONSE TIMES AND DECISION–MAKING 349Christopher Donkin and Scott D. Brown .10 THE STOP–SIGNAL PARADIGM 383Dora Matzke, Frederick Verbruggen, and Gordon D. Logan .11 UNCOVERING MENTAL ARCHITECTURE AND RELATED MECHANISMS IN ELEMENTARY HUMAN PERCEPTION, COGNITION, AND ACTION 429James T. Townsend, Michael J. Wenger, and Joseph W. Houpt .12 CONVERGENT METHODS IN MEMORY RESEARCH 459Ian G. Dobbins and David M. Schnyer .13 MODELS AND METHODS FOR REINFORCEMENT LEARNING 507Peter Dayan and Hiro Nakahara .14 AN OVERVIEW OF NEURAL TIME SERIES ANALYSES 547Michael X. Cohen .15 METHODS FOR fMRI ANALYSIS 565Corey N. White and Russell A. Poldrack .16 NEURAL RECORDINGS AT MULTIPLE SCALES 597Alexander Maier, Jeffrey D. Schall, and Geoffrey F. Woodman .17 NEURAL NETWORKS AND NEUROCOMPUTATIONAL MODELING 653Hazem Toutounji, Loreen Hertäg, and Daniel Durstewitz .18 NETWORK MODELS FOR CLINICAL PSYCHOLOGY 693Riet van Bork, Claudia D. van Borkulo, Lourens J. Waldorp, Angélique O. J. Cramer, and Denny Borsboom .19 OPEN SCIENCE 729Barbara A. Spellman, Elizabeth A. Gilbert, and Katherine S. Corker .Author Index 777 .Subject Index 801

• ISBN: 978-1-119-17012-9
• Editorial: John Wiley & Sons
• Encuadernacion: Cartoné
• Páginas: 848
• Fecha Publicación: 14/03/2018
• Nº Volúmenes: 1
• Idioma: Inglés