Jay Myung - Publications

Affiliations: 
Ohio State University, Columbus, Columbus, OH 
Area:
Model comparison

29 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Yang J, Pitt MA, Ahn WY, Myung JI. ADOpy: a python package for adaptive design optimization. Behavior Research Methods. PMID 32901345 DOI: 10.3758/s13428-020-01386-4  0.56
2020 Ahn WY, Gu H, Shen Y, Haines N, Hahn HA, Teater JE, Myung JI, Pitt MA. Rapid, precise, and reliable measurement of delay discounting using a Bayesian learning algorithm. Scientific Reports. 10: 12091. PMID 32694654 DOI: 10.1038/s41598-020-68587-x  0.56
2020 Chang J, Nikolaev P, Carpena-Núñez J, Rao R, Decker K, Islam AE, Kim J, Pitt MA, Myung JI, Maruyama B. Efficient Closed-loop Maximization of Carbon Nanotube Growth Rate using Bayesian Optimization. Scientific Reports. 10: 9040. PMID 32493911 DOI: 10.1038/s41598-020-64397-3  0.56
2018 Walsh MM, Gluck KA, Gunzelmann G, Jastrzembski T, Krusmark M, Myung JI, Pitt MA, Zhou R. Mechanisms underlying the spacing effect in learning: A comparison of three computational models. Journal of Experimental Psychology. General. 147: 1325-1348. PMID 30148385 DOI: 10.1037/xge0000416  0.56
2017 Aranovich GJ, Cavagnaro DR, Pitt MA, Myung JI, Mathews CA. A model-based analysis of decision making under risk in obsessive-compulsive and hoarding disorders. Journal of Psychiatric Research. 90: 126-132. PMID 28279877 DOI: 10.1016/j.jpsychires.2017.02.017  0.56
2016 Cavagnaro DR, Aranovich GJ, McClure SM, Pitt MA, Myung JI. On the Functional Form of Temporal Discounting: An Optimized Adaptive Test. Journal of Risk and Uncertainty. 52: 233-254. PMID 29332995 DOI: 10.1007/s11166-016-9242-y  0.56
2016 Kim W, Pitt MA, Lu ZL, Myung JI. Planning Beyond the Next Trial in Adaptive Experiments: A Dynamic Programming Approach. Cognitive Science. PMID 27988934 DOI: 10.1111/cogs.12467  0.56
2016 Hou F, Lesmes LA, Kim W, Gu H, Pitt MA, Myung JI, Lu ZL. Evaluating the performance of the quick CSF method in detecting contrast sensitivity function changes. Journal of Vision. 16: 18. PMID 27120074 DOI: 10.1167/16.6.18  0.56
2016 Gu H, Kim W, Hou F, Lesmes LA, Pitt MA, Lu ZL, Myung JI. A hierarchical Bayesian approach to adaptive vision testing: A case study with the contrast sensitivity function. Journal of Vision. 16: 15. PMID 27105061 DOI: 10.1167/16.6.15  0.56
2014 Montenegro M, Myung JI, Pitt MA. Analytical Expressions for the REM Model of Recognition Memory. Journal of Mathematical Psychology. 60: 23-28. PMID 25089060 DOI: 10.1016/j.jmp.2014.05.003  0.56
2013 Cavagnaro DR, Gonzalez R, Myung JI, Pitt MA. Optimal Decision Stimuli for Risky Choice Experiments: An Adaptive Approach. Management Science. 59: 358-375. PMID 24532856 DOI: 10.1287/mnsc.1120.1558  0.56
2013 Cavagnaro DR, Pitt MA, Gonzalez R, Myung JI. Discriminating Among Probability Weighting Functions Using Adaptive Design Optimization. Journal of Risk and Uncertainty. 47: 255-289. PMID 24453406 DOI: 10.1007/s11166-013-9179-3  0.56
2013 Myung JI, Cavagnaro DR, Pitt MA. A Tutorial on Adaptive Design Optimization. Journal of Mathematical Psychology. 57: 53-67. PMID 23997275 DOI: 10.1016/j.jmp.2013.05.005  0.56
2011 Cavagnaro DR, Pitt MA, Myung JI. Model discrimination through adaptive experimentation. Psychonomic Bulletin & Review. 18: 204-10. PMID 21327352 DOI: 10.3758/s13423-010-0030-4  0.56
2010 Wu H, Myung JI, Batchelder WH. Minimum description length model selection of multinomial processing tree models. Psychonomic Bulletin & Review. 17: 275-86. PMID 20551349 DOI: 10.3758/PBR.17.3.275  0.56
2010 Wu H, Myung JI, Batchelder WH. On the Minimum Description Length Complexity of Multinomial Processing Tree Models. Journal of Mathematical Psychology. 54: 291-303. PMID 20514139 DOI: 10.1016/j.jmp.2010.02.001  0.56
2010 Cavagnaro DR, Myung JI, Pitt MA, Kujala JV. Adaptive design optimization: a mutual information-based approach to model discrimination in cognitive science. Neural Computation. 22: 887-905. PMID 20028226 DOI: 10.1162/neco.2009.02-09-959  0.56
2009 Myung JI, Pitt MA. Optimal experimental design for model discrimination. Psychological Review. 116: 499-518. PMID 19618983 DOI: 10.1037/a0016104  0.56
2009 Myung JI, Tang Y, Pitt MA. Evaluation and comparison of computational models. Methods in Enzymology. 454: 287-304. PMID 19216931 DOI: 10.1016/S0076-6879(08)03811-1  0.56
2009 Cavagnaro DR, Pitt MA, Myung JI. Adaptive design optimization in experiments with people Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 234-242.  0.56
2008 Pitt MA, Myung JI, Montenegro M, Pooley J. Measuring model flexibility with parameter space partitioning: an introduction and application example. Cognitive Science. 32: 1285-303. PMID 21585454 DOI: 10.1080/03640210802477534  0.56
2007 Myung JI, Montenegro M, Pitt MA. Analytic Expressions for the BCDMEM Model of Recognition Memory. Journal of Mathematical Psychology. 51: 198-204. PMID 18516213 DOI: 10.1016/j.jmp.2007.02.001  0.56
2007 Myung JI, Pitt MA, Navarro DJ. Does response scaling cause the generalized context model to mimic a prototype model? Psychonomic Bulletin & Review. 14: 1043-50. PMID 18229473  0.56
2007 Pitt MA, Myung JI, Altieri N. Modeling the word recognition data of Vitevitch and Luce (1998): is it ARTful? Psychonomic Bulletin & Review. 14: 442-8. PMID 17874585  0.56
2006 Myung JI, Navarro DJ, Pitt MA. Model selection by normalized maximum likelihood Journal of Mathematical Psychology. 50: 167-179. DOI: 10.1016/j.jmp.2005.06.008  0.56
2005 Myung JI, Pitt MA, Navarro DJ. Model selection in cognitive science as an inverse problem Proceedings of Spie - the International Society For Optical Engineering. 5674: 219-228. DOI: 10.1117/12.610320  0.56
2005 Myung JI, Karabatsos G, Iverson GJ. A Bayesian approach to testing decision making axioms Journal of Mathematical Psychology. 49: 205-225. DOI: 10.1016/j.jmp.2005.02.004  0.56
2004 Myung JI, Pitt MA. Model comparison methods. Methods in Enzymology. 383: 351-66. PMID 15063657 DOI: 10.1016/S0076-6879(04)83014-3  0.56
1996 Myung J, Ramamoorti S, Bailey AD. Maximum entropy aggregation of expert predictions Management Science. 42: 1420-1436.  0.56
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