Michael Lee

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Eric-Jan WagenmakersUniversity of AmsterdamVerified email at uva.nl
Mark SteyversUniversity of California, IrvineVerified email at uci.edu
Joachim VandekerckhoveUniversity of California, IrvineVerified email at uci.edu
Jeffrey N. RouderUniversity of California, IrvineVerified email at uci.edu
Shunan ZhangAppleVerified email at apple.com
Matthew Brian WelshSenior Research Fellow, University of AdelaideVerified email at adelaide.edu.au
Dora MatzkeAssociate Professor, University of AmsterdamVerified email at uva.nl
Ben R NewellUniversity of New South WalesVerified email at unsw.edu.au
Richard D. MoreyReader, Cardiff UniversityVerified email at cardiff.ac.uk
Ruud WetzelsProfessor of Data ScienceVerified email at nyenrode.nl
wolf vanpaemelassociate professor, ku leuven, psychologyVerified email at kuleuven.be
Brandon PincombeDefence Science and Technology OrganisationVerified email at dsto.defence.gov.au
Rink HoekstraAssistant professorVerified email at rug.nl
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
Simon DennisProfessor, Melbourne School of Psychological Sciences, University of MelbourneVerified email at unimelb.edu.au
Woojae KimHoward UniversityVerified email at howard.edu
Katja MehlhornUniversity of GroningenVerified email at rug.nl
Kate MorganUniversity of Western AustraliaVerified email at uwa.edu.au
Don van RavenzwaaijProfessor @University 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	3195	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	1087	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	713	2016
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	466	2015
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	430	2008
How cognitive modeling can benefit from hierarchical Bayesian models MD Lee Journal of Mathematical Psychology 55 (1), 1-7, 2011	394	2011
Bayesian benefits for the pragmatic researcher EJ Wagenmakers, RD Morey, MD Lee Current Directions in Psychological Science 25 (3), 169-176, 2016	385	2016
Hierarchical diffusion models for two-choice response times. J Vandekerckhove, F Tuerlinckx, MD Lee Psychological methods 16 (1), 44, 2011	382	2011
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	344	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	327	2004
Bayesian versus frequentist inference EJ Wagenmakers, M Lee, T Lodewyckx, GJ Iverson Bayesian evaluation of informative hypotheses, 181-207, 2008	301	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	292	2009
Levels of number knowledge during early childhood BW Sarnecka, MD Lee Journal of experimental child psychology 103 (3), 325-337, 2009	262	2009
Three case studies in the Bayesian analysis of cognitive models MD Lee Psychonomic Bulletin & Review 15, 1-15, 2008	244	2008
The wisdom of the crowd in combinatorial problems SKM Yi, M Steyvers, MD Lee, MJ Dry Cognitive science 36 (3), 452-470, 2012	239	2012
Modeling individual differences using Dirichlet processes DJ Navarro, TL Griffiths, M Steyvers, MD Lee Journal of mathematical Psychology 50 (2), 101-122, 2006	200	2006
Bayesian statistical inference in psychology: Comment on Trafimow (2003). MD Lee, EJ Wagenmakers Psychological Review 112 (3), 662, 2005	183	2005
Modeling individual differences in cognition MD Lee, MR Webb Psychonomic Bulletin & Review 12 (4), 605-621, 2005	169	2005
Determining informative priors for cognitive models MD Lee, W Vanpaemel Psychonomic Bulletin & Review 25, 114-127, 2018	142	2018
A hierarchical bayesian model of human decision‐making on an optimal stopping problem MD Lee Cognitive science 30 (3), 1-26, 2006	139	2006

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