Michael Lee

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Eric-Jan WagenmakersUniversity of AmsterdamVerified email at uva.nl
Mark SteyversUniversity of California, IrvineVerified email at uci.edu
Danielle NavarroUniversity of New South WalesVerified email at unsw.edu.au
Jeffrey N. RouderUniversity of California, IrvineVerified email at uci.edu
Joachim VandekerckhoveUniversity of California, IrvineVerified email at uci.edu
Matthew Brian WelshSenior Research Fellow, University of AdelaideVerified email at adelaide.edu.au
Matthew J. DrySchool of Psychology, University of AdelaideVerified email at adelaide.edu.au
Shunan ZhangAppleVerified email at apple.com
Richard D. MoreyReader, Cardiff UniversityVerified email at cardiff.ac.uk
Ben R NewellUniversity of New South WalesVerified email at unsw.edu.au
Dora MatzkeAssociate Professor, University of AmsterdamVerified email at uva.nl
ruud wetzelsVerified email at nl.pwc.com
wolf vanpaemelassociate professor, university of leuven, psychologyVerified email at kuleuven.be
Brandon PincombeDefence Science and Technology OrganisationVerified email at dsto.defence.gov.au
Barbara SarneckaAssociate Professor of Cognitive Sciences and Logic & Philosophy of Science, University ofVerified email at uci.edu
francis tuerlinckxUniversity of LeuvenVerified email at ppw.kuleuven.be
Rink HoekstraAssistant professorVerified email at rug.nl
Simon DennisProfessor, University of MelbourneVerified email at unimelb.edu.au
Woojae KimHoward UniversityVerified email at howard.edu
Katja MehlhornUniversity of GroningenVerified email at rug.nl

Michael Lee

Professor of Cognitive Sciences, University of California Irvine

Verified email at uci.edu - Homepage

cognitive models Bayesian statistics judgment and decision making wisdom of crowds


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Bayesian cognitive modeling: A practical course MD Lee, EJ Wagenmakers Cambridge university press, 2014	1417	2014
Statistical Evidence in Experimental Psychology: An Empirical Comparison Using 855 t Tests R Wetzels, D Matzke, MD Lee, JN Rouder, GJ Iverson, EJ Wagenmakers Perspectives on Psychological Science 6 (3), 291-298, 2011	684	2011
The fallacy of placing confidence in confidence intervals RD Morey, R Hoekstra, JN Rouder, MD Lee, EJ Wagenmakers Psychonomic bulletin & review 23 (1), 103-123, 2016	429	2016
A survey of model evaluation approaches with a tutorial on hierarchical Bayesian methods RM Shiffrin, MD Lee, W Kim, EJ Wagenmakers Cognitive Science 32 (8), 1248-1284, 2008	315	2008
An empirical evaluation of models of text document similarity MD Lee, B Pincombe, M Welsh Proceedings of the annual meeting of the cognitive science society 27 (27), 2005	302	2005
Evidence accumulation in decision making: Unifying the “take the best” and the “rational” models MD Lee, TDR Cummins Psychonomic bulletin & review 11 (2), 343-352, 2004	279	2004
Hierarchical diffusion models for two-choice response times. J Vandekerckhove, F Tuerlinckx, MD Lee Psychological methods 16 (1), 44, 2011	269	2011
How cognitive modeling can benefit from hierarchical Bayesian models MD Lee Journal of Mathematical Psychology 55 (1), 1-7, 2011	258	2011
Bayesian benefits for the pragmatic researcher EJ Wagenmakers, RD Morey, MD Lee Current Directions in Psychological Science 25 (3), 169-176, 2016	214	2016
Three case studies in the Bayesian analysis of cognitive models MD Lee Psychonomic Bulletin & Review 15 (1), 1-15, 2008	214	2008
A Bayesian analysis of human decision-making on bandit problems M Steyvers, MD Lee, EJ Wagenmakers Journal of Mathematical Psychology 53 (3), 168-179, 2009	207	2009
Unpacking the exploration–exploitation tradeoff: A synthesis of human and animal literatures. K Mehlhorn, BR Newell, PM Todd, MD Lee, K Morgan, VA Braithwaite, ... Decision 2 (3), 191, 2015	191	2015
Bayesian versus frequentist inference EJ Wagenmakers, M Lee, T Lodewyckx, GJ Iverson Bayesian evaluation of informative hypotheses, 181-207, 2008	174	2008
Levels of number knowledge during early childhood BW Sarnecka, MD Lee Journal of experimental child psychology 103 (3), 325-337, 2009	170	2009
Modeling individual differences using Dirichlet processes DJ Navarro, TL Griffiths, M Steyvers, MD Lee Journal of mathematical Psychology 50 (2), 101-122, 2006	169	2006
Bayesian statistical inference in psychology: Comment on Trafimow (2003). MD Lee, EJ Wagenmakers Psychological Review 112 (3), 662, 2005	160	2005
The wisdom of the crowd in combinatorial problems SKM Yi, M Steyvers, MD Lee, MJ Dry Cognitive science 36 (3), 452-470, 2012	136	2012
Determining the dimensionality of multidimensional scaling representations for cognitive modeling MD Lee Journal of Mathematical Psychology 45 (1), 149-166, 2001	127	2001
Modeling individual differences in cognition MD Lee, MR Webb Psychonomic Bulletin & Review 12 (4), 605-621, 2005	126	2005
Dynamic models of simple judgments: I. Properties of a self-regulating accumulator module D Vickers, MD Lee Nonlinear Dynamics, Psychology, and Life Sciences 2 (3), 169-194, 1998	119	1998

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