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(cid:2) TrimSize:7inx10in Wixted ffirs.tex V1-01/02/2018 5:16P.M. Pageii (cid:2) (cid:2) (cid:2) (cid:2) TrimSize:7inx10in Wixted ffirs.tex V1-01/02/2018 5:16P.M. Pagei STEVENS’ HANDBOOK OF EXPERIMENTAL PSYCHOLOGY AND COGNITIVE NEUROSCIENCE (cid:2) (cid:2) (cid:2) (cid:2) TrimSize:7inx10in Wixted ffirs.tex V1-01/02/2018 5:16P.M. Pageii (cid:2) (cid:2) (cid:2) (cid:2) TrimSize:7inx10in Wixted ffirs.tex V1-01/02/2018 5:16P.M. Pageiii STEVENS’ HANDBOOK OF EXPERIMENTAL PSYCHOLOGY AND COGNITIVE NEUROSCIENCE FOURTHEDITION Volume 5 Methodology Editor-in-Chief JOHN T. WIXTED (cid:2) (cid:2) VolumeEditor ERIC-JAN WAGENMAKERS (cid:2) (cid:2) TrimSize:7inx10in Wixted ffirs.tex V1-01/02/2018 5:16P.M. Pageiv Thisbookisprintedonacid-freepaper.∞ Designationsusedbycompaniestodistinguishtheirproductsareoftenclaimedas trademarks.InallinstanceswhereJohnWiley&Sons,Inc.,isawareofaclaim, theproductnamesappearininitialcapitalorallcapitalletters.Readers,however, shouldcontacttheappropriatecompaniesformorecompleteinformation regardingtrademarksandregistration. Copyright©2018byJohnWiley&Sons,Inc.,Hoboken,NewJersey.Allrights reserved. PublishedbyJohnWiley&Sons,Inc. PublishedsimultaneouslyinCanada. Nopartofthispublicationmaybereproduced,storedinaretrievalsystemor transmittedinanyformorbyanymeans,electronicormechanical,including uploading,downloading,printing,decompiling,recordingorotherwise,exceptas permittedunderSections107or108ofthe1976UnitedStatesCopyrightAct, withoutthepriorwrittenpermissionofthePublisher.RequeststothePublisherfor permissionshouldbeaddressedtothePermissionsDepartment,JohnWiley& Sons,Inc.,605ThirdAvenue,NewYork,NY10158-0012,(212)850-6011,fax (212)850-6008,E-Mail:[email protected]. Thispublicationisdesignedtoprovideaccurateandauthoritativeinformationin regardtothesubjectmattercovered.Itissoldwiththeunderstandingthatthe publisherisnotengagedinrenderingprofessionalservices.Ifprofessionaladvice orotherexpertassistanceisrequired,theservicesofacompetentprofessional personshouldbesought. (cid:2) LibraryofCongressCataloging-in-PublicationData (cid:2) 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 https://lccn.loc.gov/2017032691 Wileyalsopublishesitsbooksinavarietyofelectronicformats.Somecontentthat appearsinprintmaynotbeavailableinelectronicbooks.Formoreinformation aboutWileyproducts,visitourwebsiteatwww.wiley.com. PrintedintheUnitedStatesofAmerica. 10 9 8 7 6 5 4 3 2 1 (cid:2) (cid:2) TrimSize:7inx10in Wixted ffirs.tex V1-01/02/2018 5:16P.M. Pagev 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 (cid:2) (cid:2) 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 (cid:2) (cid:2) TrimSize:7inx10in Wixted ffirs.tex V1-01/02/2018 5:16P.M. Pagevi 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 (cid:2) (cid:2) 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 (cid:2) (cid:2) TrimSize:7inx10in Wixted ftoc.tex V1-01/02/2018 6:37A.M. Pagevii Contents PREFACE ix 1 COMPUTATIONALMODELINGINCOGNITIONANDCOGNITIVE NEUROSCIENCE 1 StephanLewandowskyandKlausOberauer 2 BAYESIANMETHODSINCOGNITIVEMODELING 37 MichaelD.Lee 3 MODELCOMPARISONINPSYCHOLOGY 85 JayI.MyungandMarkA.Pitt (cid:2) (cid:2) 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 vii (cid:2) (cid:2) TrimSize:7inx10in Wixted ftoc.tex V1-01/02/2018 6:37A.M. Pageviii 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 (cid:2) (cid:2) 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 (cid:2)

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

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