Michael Lee

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Eric-Jan WagenmakersUniversity of AmsterdamVerified email at uva.nl
Mark SteyversUniversity of California, IrvineVerified email at uci.edu
Jeffrey N. RouderUniversity of California, IrvineVerified email at uci.edu
Joachim VandekerckhoveUniversity of California, IrvineVerified email at uci.edu
Ben R NewellUniversity of New South WalesVerified email at unsw.edu.au
Matthew J. DrySchool of Psychology, University of AdelaideVerified email at adelaide.edu.au
Shunan ZhangAppleVerified email at apple.com
Matthew Brian WelshSenior Research Fellow, University of AdelaideVerified email at adelaide.edu.au
Richard D. MoreyReader, Cardiff UniversityVerified email at cardiff.ac.uk
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
Katja MehlhornUniversity of GroningenVerified email at rug.nl
Kate MorganUniversity of Western AustraliaVerified email at uwa.edu.au
Simon DennisProfessor, University of MelbourneVerified email at unimelb.edu.au
Woojae KimHoward UniversityVerified email at howard.edu

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	2273	2014
A hierarchical Bayesian modeling approach to searching and stopping in multi‐attribute judgment D van Ravenzwaaij, CP Moore, MD Lee, BR Newell Cognitive Science 38 (7), 1384-1405, 2014	1051	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	875	2011
The fallacy of placing confidence in confidence intervals RD Morey, R Hoekstra, JN Rouder, MD Lee, EJ Wagenmakers Psychonomic bulletin & review 23, 103-123, 2016	562	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	357	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	321	2005
Hierarchical diffusion models for two-choice response times. J Vandekerckhove, F Tuerlinckx, MD Lee Psychological methods 16 (1), 44, 2011	317	2011
How cognitive modeling can benefit from hierarchical Bayesian models MD Lee Journal of Mathematical Psychology 55 (1), 1-7, 2011	307	2011
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	304	2015
Bayesian benefits for the pragmatic researcher EJ Wagenmakers, RD Morey, MD Lee Current Directions in Psychological Science 25 (3), 169-176, 2016	303	2016
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	296	2004
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	251	2009
Bayesian versus frequentist inference EJ Wagenmakers, M Lee, T Lodewyckx, GJ Iverson Bayesian evaluation of informative hypotheses, 181-207, 2008	233	2008
Three case studies in the Bayesian analysis of cognitive models MD Lee Psychonomic Bulletin & Review 15, 1-15, 2008	228	2008
Levels of number knowledge during early childhood BW Sarnecka, MD Lee Journal of experimental child psychology 103 (3), 325-337, 2009	211	2009
Modeling individual differences using Dirichlet processes DJ Navarro, TL Griffiths, M Steyvers, MD Lee Journal of mathematical Psychology 50 (2), 101-122, 2006	183	2006
The wisdom of the crowd in combinatorial problems SKM Yi, M Steyvers, MD Lee, MJ Dry Cognitive science 36 (3), 452-470, 2012	180	2012
Bayesian statistical inference in psychology: Comment on Trafimow (2003). MD Lee, EJ Wagenmakers Psychological Review 112 (3), 662, 2005	170	2005
Modeling individual differences in cognition MD Lee, MR Webb Psychonomic Bulletin & Review 12 (4), 605-621, 2005	144	2005
Determining the dimensionality of multidimensional scaling representations for cognitive modeling MD Lee Journal of Mathematical Psychology 45 (1), 149-166, 2001	133	2001

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