Tutorial on maximum likelihood estimation IJ Myung Journal of mathematical Psychology 47 (1), 90-100, 2003 | 2467 | 2003 |
The importance of complexity in model selection IJ Myung Journal of mathematical psychology 44 (1), 190-204, 2000 | 655 | 2000 |
Toward a method of selecting among computational models of cognition. MA Pitt, IJ Myung, S Zhang Psychological review 109 (3), 472, 2002 | 645 | 2002 |
When a good fit can be bad MA Pitt, IJ Myung Trends in cognitive sciences 6 (10), 421-425, 2002 | 561 | 2002 |
Applying Occam’s razor in modeling cognition: A Bayesian approach IJ Myung, MA Pitt Psychonomic bulletin & review 4, 79-95, 1997 | 528 | 1997 |
Advances in minimum description length: Theory and applications PD Grünwald, IJ Myung, MA Pitt MIT press, 2005 | 463 | 2005 |
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 | 292 | 1992 |
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 | 237 | 2000 |
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 | 197 | 2010 |
Global model analysis by parameter space partitioning. MA Pitt, W Kim, DJ Navarro, JI Myung Psychological Review 113 (1), 57, 2006 | 185 | 2006 |
Optimal experimental design for model discrimination. JI Myung, MA Pitt Psychological review 116 (3), 499, 2009 | 182 | 2009 |
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 | 172 | 2000 |
Model selection by normalized maximum likelihood JI Myung, DJ Navarro, MA Pitt Journal of Mathematical Psychology 50 (2), 167-179, 2006 | 160 | 2006 |
A tutorial on adaptive design optimization JI Myung, DR Cavagnaro, MA Pitt Journal of mathematical psychology 57 (3-4), 53-67, 2013 | 150 | 2013 |
GUEST EDITORS'INTRODUCTION: special issue on model selection IJ Myung, MR Forster, MW Browne Journal of Mathematical Psychology 44 (1), 1-2, 2000 | 146 | 2000 |
Assessing the distinguishability of models and the informativeness of data DJ Navarro, MA Pitt, IJ Myung Cognitive psychology 49 (1), 47-84, 2004 | 120 | 2004 |
Model comparison methods JI Myung, MA Pitt Methods in enzymology 383, 351-366, 2004 | 111 | 2004 |
A Bayesian approach to testing decision making axioms JI Myung, G Karabatsos, GJ Iverson Journal of Mathematical Psychology 49 (3), 205-225, 2005 | 106 | 2005 |
Maximum entropy interpretation of decision bound and context models of categorization IJ Myung Journal of Mathematical Psychology 38 (3), 335-365, 1994 | 90 | 1994 |
Toward autonomous additive manufacturing: Bayesian optimization on a 3D printer JR Deneault, J Chang, J Myung, D Hooper, A Armstrong, M Pitt, ... MRS Bulletin 46, 566-575, 2021 | 85 | 2021 |