Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience, Learning and Memory volume 5 Methodology

850 Pages·2018·17.37 MB·English

by  John T. Wixted

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STEVENS’ HANDBOOK OF
EXPERIMENTAL PSYCHOLOGY
AND COGNITIVE NEUROSCIENCE
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STEVENS’ HANDBOOK OF
EXPERIMENTAL PSYCHOLOGY
AND COGNITIVE NEUROSCIENCE
FOURTHEDITION
Volume 5
Methodology
Editor-in-Chief
JOHN T. WIXTED
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VolumeEditor
ERIC-JAN WAGENMAKERS
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TheLibraryofCongresshascatalogedthecombinedvolumeasfollows:
Name:Wixted,JohnT.,editor.
Title:Stevens’handbookofexperimentalpsychologyandcognitive
neuroscience/byJohnT.Wixted(Editor-in-chief).
Othertitles:Handbookofexperimentalpsychology.
Description:Fourthedition.|NewYork:JohnWiley&Sons,Inc.,[2018]|
Includesindex.Contents:Volume1.Learningandmemory–Volume2.
Sensation,perception,andattention–Volume3.Language&thought–
Volume4.Developmental&socialpsychology–Volume5.Methodology.
Identifiers:LCCN2017032691|ISBN9781119170013(cloth:vol.1)|
ISBN9781119170037(epdf:vol.1)|ISBN9781119170020(epub:vol.1)|
ISBN9781119170044(cloth:vol.2)|ISBN9781119174158(epdf:vol.2)|
ISBN9781119174073(epub:vol.2)|ISBN9781119170693(cloth:vol.3)|
ISBN9781119170730(epdf:vol.3)|ISBN9781119170716(epub:vol.3)|
ISBN9781119170051(cloth:vol.4)|ISBN9781119170068(epdf:vol.4)|
ISBN9781119170082(epub:vol.4)|ISBN9781119170129(cloth:vol.5)|
ISBN9781119170150(epdf:vol.5)|ISBN9781119170143(epub:vol.5)
Subjects:LCSH:Psychology,Experimental.|Cognitiveneuroscience.
Classification:LCCBF181.H3362018|DDC150—dc23LCrecordavailableat
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Contributors
RoyceAnders ElizabethA.Gilbert
AixMarseilleUniversity,Marseille,France UniversityofVirginia,UnitedStates
ofAmerica
F.GregoryAshby
UniversityofCalifornia,UnitedStates LoreenHertäg
ofAmerica BerlinInstituteofTechnologyandBernstein
CenterforComputationalNeuroscience,
WilliamH.Batchelder
Germany
UniversityofCalifornia,Irvine
JosephW.Houpt
DennyBorsboom
WrightStateUniversity,UnitedStates
UniversityofAmsterdam,Amsterdam,
ofAmerica
Netherlands
ScottD.Brown FrankJäkel
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SchoolofPsychology,Callaghan, UniversityofOsnabrück,Germany
NewSouthWales
DavidKellen
MichaelX.Cohen SyracuseUniversity,UnitedStates
RadboudUniversity,Netherlands ofAmerica
KatherineS.Corker KarlChristophKlauer
GrandValleyStateUniversity,Michigan Albert-Ludwigs-UniversitätFreiburg,
Germany
AngéliqueO.J.Cramer
UniversityofAmsterdam,Netherlands MichaelD.Lee
UniversityofCaliforniaIrvine,UnitedStates
PeterDayan
ofAmerica
UniversityCollegeLondon,United
KingdomofGreatBritainandNorthern
StephanLewandowsky
Ireland
UniversityofBristolandUniversity
IanG.Dobbins ofWesternAustralia
WashingtonUniversity,UnitedStates
GordanD.Logan
ofAmerica
VanderbiltUniversity,UnitedStates
ChristopherDonkin ofAmerica
UniversityofNewSouthWales,Australia
AlexanderMaier
DanielDurstewitz VanderbiltUniversity,UnitedStates
HeidelbergUniversity,Mannheim,Germany ofAmerica
v
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vi Contributors
DoraMatzke HazemToutounji
UniversityofAmsterdam,Netherlands HeidelbergUniversity,Mannheim,Germany
RichardD.Morey JamesT.Townsend
CardiffUniversity,UnitedKingdom IndianaUniversity,UnitedStates
ofAmerica
JayI.Myung
OhioStateUniversity,UnitedStates VivianV.Valentin
ofAmerica UniversityofCalifornia,UnitedStates
ofAmerica
HiroyukiNakahara
RikenBrainScienceInstitute,Japan RietvanBork
UniversityofAmsterdam,Netherlands
KlausOberauer
UniversityofZurich,Switzerland ClaudiaD.vanBorkulo
UniversityofAmsterdam,Netherlands
ZitaOravecz
PennsylvaniaStateUniversity,UnitedStates FrederickVerbruggen
ofAmerica UniversityofExeter,UnitedKingdom
MarkA.Pitt LourensJ.Waldorp
OhioStateUniversity,UnitedStates UniversityofAmsterdam,Netherlands
ofAmerica
MichaelJ.Wenger
RussellA.Poldrack UniversityofOklahoma,UnitedStates
StanfordUniversity,UnitedStates ofAmerica
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ofAmerica
CoreyN.White
JeffreyD.Schall SyracuseUniversity,UnitedStates
VanderbiltUniversity,UnitedStates ofAmerica
ofAmerica
FelixA.Wichmann
DavidM.Schnyer EberhardKarlsUniversitätTübingen,
UniversityofTexas,Austin Germany
BarbaraA.Spellman GeoffreyF.Woodman
UniversityofVirginia,UnitedStates VanderbiltUniversity,UnitedStates
ofAmerica ofAmerica
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Contents
PREFACE ix
1 COMPUTATIONALMODELINGINCOGNITIONANDCOGNITIVE
NEUROSCIENCE 1
StephanLewandowskyandKlausOberauer
2 BAYESIANMETHODSINCOGNITIVEMODELING 37
MichaelD.Lee
3 MODELCOMPARISONINPSYCHOLOGY 85
JayI.MyungandMarkA.Pitt
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4 STATISTICALINFERENCE 119
RichardD.Morey
5 ELEMENTARYSIGNALDETECTIONANDTHRESHOLDTHEORY 161
DavidKellenandKarlChristophKlauer
6 CULTURALCONSENSUSTHEORY 201
WilliamH.Batchelder,RoyceAnders,andZitaOravecz
7 METHODSINPSYCHOPHYSICS 265
FelixA.WichmannandFrankJäkel
8 THECATEGORIZATIONEXPERIMENT:EXPERIMENTALDESIGN
ANDDATAANALYSIS 307
F.GregoryAshbyandVivianV.Valentin
9 RESPONSETIMESANDDECISION-MAKING 349
ChristopherDonkinandScottD.Brown
10 THESTOP-SIGNALPARADIGM 383
DoraMatzke,FrederickVerbruggen,andGordonD.Logan
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viii Contents
11 UNCOVERINGMENTALARCHITECTUREANDRELATED
MECHANISMSINELEMENTARYHUMANPERCEPTION,
COGNITION,ANDACTION 429
JamesT.Townsend,MichaelJ.Wenger,andJosephW.Houpt
12 CONVERGENTMETHODSINMEMORYRESEARCH 459
IanG.DobbinsandDavidM.Schnyer
13 MODELSANDMETHODSFORREINFORCEMENTLEARNING 507
PeterDayanandHiroyukiNakahara
14 ANOVERVIEWOFNEURALTIMESERIESANALYSES 547
MichaelX.Cohen
15 METHODSFORfMRIANALYSIS 565
CoreyN.WhiteandRussellA.Poldrack
16 NEURALRECORDINGSATMULTIPLESCALES 597
AlexanderMaier,JeffreyD.Schall,andGeoffreyF.Woodman
17 NEURALNETWORKSANDNEUROCOMPUTATIONALMODELING 653
HazemToutounji,LoreenHertäg,andDanielDurstewitz
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18 NETWORKMODELSFORCLINICALPSYCHOLOGY 693
RietvanBork,ClaudiaD.vanBorkulo,LourensJ.Waldorp,
AngéliqueO.J.Cramer,andDennyBorsboom
19 OPENSCIENCE 729
BarbaraA.Spellman,ElizabethA.Gilbert,andKatherineS.Corker
AuthorIndex 777
SubjectIndex 801
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