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Jay Myung
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Tutorial on maximum likelihood estimation
IJ Myung
Journal of mathematical Psychology 47 (1), 90-100, 2003
19572003
Toward a method of selecting among computational models of cognition.
MA Pitt, IJ Myung, S Zhang
Psychological review 109 (3), 472, 2002
6162002
The importance of complexity in model selection
IJ Myung
Journal of mathematical psychology 44 (1), 190-204, 2000
6062000
When a good fit can be bad
MA Pitt, IJ Myung
Trends in cognitive sciences 6 (10), 421-425, 2002
4962002
Applying Occam’s razor in modeling cognition: A Bayesian approach
IJ Myung, MA Pitt
Psychonomic bulletin & review 4 (1), 79-95, 1997
4901997
Advances in minimum description length: Theory and applications
PD Grünwald, IJ Myung, MA Pitt
MIT press, 2005
4502005
An adaptive approach to human decision making: Learning theory, decision theory, and human performance.
JR Busemeyer, IJ Myung
Journal of Experimental Psychology: General 121 (2), 177, 1992
2761992
Counting probability distributions: Differential geometry and model selection
IJ Myung, V Balasubramanian, MA Pitt
Proceedings of the National Academy of Sciences 97 (21), 11170-11175, 2000
2212000
Adaptive design optimization: A mutual information-based approach to model discrimination in cognitive science
DR Cavagnaro, JI Myung, MA Pitt, JV Kujala
Neural computation 22 (4), 887-905, 2010
1672010
Global model analysis by parameter space partitioning.
MA Pitt, W Kim, DJ Navarro, JI Myung
Psychological Review 113 (1), 57, 2006
1612006
Toward an explanation of the power law artifact: Insights from response surface analysis
IJ Myung, C Kim, MA Pitt
Memory & cognition 28 (5), 832-840, 2000
1592000
Optimal experimental design for model discrimination.
JI Myung, MA Pitt
Psychological review 116 (3), 499, 2009
1582009
Model selection by normalized maximum likelihood
JI Myung, DJ Navarro, MA Pitt
Journal of Mathematical Psychology 50 (2), 167-179, 2006
1442006
GUEST EDITORS'INTRODUCTION: special issue on model selection
IJ Myung, MR Forster, MW Browne
Journal of Mathematical Psychology 44 (1), 1-2, 2000
1282000
Assessing the distinguishability of models and the informativeness of data
DJ Navarro, MA Pitt, IJ Myung
Cognitive psychology 49 (1), 47-84, 2004
1172004
A tutorial on adaptive design optimization
JI Myung, DR Cavagnaro, MA Pitt
Journal of mathematical psychology 57 (3-4), 53-67, 2013
1072013
A Bayesian approach to testing decision making axioms
JI Myung, G Karabatsos, GJ Iverson
Journal of Mathematical Psychology 49 (3), 205-225, 2005
962005
Model comparison methods
JI Myung, MA Pitt
Methods in enzymology 383, 351-366, 2004
962004
Mathematical modeling
IJ Myung, MA Pitt
Stevens’ handbook of experimental psychology 4, 429-460, 2002
902002
Maximum entropy interpretation of decision bound and context models of categorization
IJ Myung
Journal of Mathematical Psychology 38 (3), 335-365, 1994
861994
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