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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
20802003
The importance of complexity in model selection
IJ Myung
Journal of mathematical psychology 44 (1), 190-204, 2000
6242000
Toward a method of selecting among computational models of cognition.
MA Pitt, IJ Myung, S Zhang
Psychological review 109 (3), 472, 2002
6152002
When a good fit can be bad
MA Pitt, IJ Myung
Trends in cognitive sciences 6 (10), 421-425, 2002
5102002
Applying Occam’s razor in modeling cognition: A Bayesian approach
IJ Myung, MA Pitt
Psychonomic bulletin & review 4, 79-95, 1997
5031997
Advances in minimum description length: Theory and applications
PD Grünwald, IJ Myung, MA Pitt
MIT press, 2005
4722005
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
2232000
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
1722010
Optimal experimental design for model discrimination.
JI Myung, MA Pitt
Psychological review 116 (3), 499, 2009
1692009
Toward an explanation of the power law artifact: Insights from response surface analysis
IJ Myung, C Kim, MA Pitt
Memory & cognition 28, 832-840, 2000
1652000
Global model analysis by parameter space partitioning.
MA Pitt, W Kim, DJ Navarro, JI Myung
Psychological Review 113 (1), 57, 2006
1612006
Model selection by normalized maximum likelihood
JI Myung, DJ Navarro, MA Pitt
Journal of Mathematical Psychology 50 (2), 167-179, 2006
1522006
GUEST EDITORS'INTRODUCTION: special issue on model selection
IJ Myung, MR Forster, MW Browne
Journal of Mathematical Psychology 44 (1), 1-2, 2000
1302000
Assessing the distinguishability of models and the informativeness of data
DJ Navarro, MA Pitt, IJ Myung
Cognitive psychology 49 (1), 47-84, 2004
1182004
A tutorial on adaptive design optimization
JI Myung, DR Cavagnaro, MA Pitt
Journal of mathematical psychology 57 (3-4), 53-67, 2013
1172013
Mathematical modeling
IJ Myung, MA Pitt
Stevens’ handbook of experimental psychology 4, 429-460, 2002
1052002
A Bayesian approach to testing decision making axioms
JI Myung, G Karabatsos, GJ Iverson
Journal of Mathematical Psychology 49 (3), 205-225, 2005
1002005
Model comparison methods
JI Myung, MA Pitt
Methods in enzymology 383, 351-366, 2004
992004
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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