Journal Articles

Chiong, Winston, Ming Hsu, Daniel Wudka, Bruce Miller, and Howard Rosen, “Financial Errors in Dementia: Testing A Neuroeconomic Conceptual Framework.” NeuroCase, 2013. [PDF].

Zhu, Lusha, Daniel Walsh, and Ming Hsu. Neuroeconomic Measures of Social Decision-Making Across the Lifespan. Frontiers in Neuro​science, 6:128. [PDF].

Hsu, Ming and Lusha Zhu. Learning in Games: Neural computations underlying strategic learning. Louvain Economic Review, 78: 47-72, 2012. [PDF]

Zhu, Lusha, Kyle Mathewson, and Ming Hsu. Dissociable neural representations of reinforcement and belief prediction errors underlie strategic learning. Proceedings of the National Academy of Sciences, 109: 1419–1424, 2012. [PDF]

Amaldoss, Wilfred, Alexander Brown, Yan Chen, Tony Cui, Alberto Galasso, Teck-Hua Ho, Tanjim Hossain, Ming Hsu, Noah Lim, Mo Xiao, and Botao Yan (order alphabetical). Empirical Examination of Behavioral Models of Managerial Decision-Making. Marketing Letters, 23: 405-421, 2012. [PDF]

Rastad, Mahdi, Lusha Zhu, Roger Koenker, Jesse Spencer-Smith, and Ming Hsu. “Incorporating Action Unit Co-movement in Classification of Dynamic Facial Expressions Using LASSO.” International Conference on Pattern Recognition, 2010. [PDF]

Sokol-Hessner, Peter, Ming Hsu, Nina Curley, Mauricio Delgado, Colin Camerer, and Elizabeth Phelps. Reappraising Loss Aversion: Manipulating Choices With Emotion Regulation Strategies. Proceedings of the National Academy of Sciences, 106: 5035-5040, 2009. [PDF]

Hsu, Ming, Ian Krajbich, Chen Zhao, and Colin Camerer. Neural Response to Anticipated Reward under Risk is Nonlinear in Probabilities. Journal of Neuroscience 29: 2231-2237, 2009. [PDF]

Kang, Min-Jeong, Ming Hsu, Ian Krajbich, George Loewenstein, Samuel McClure, Joseph Wang, and Colin Camerer. The Wick in the Candle of Learning: Epistemic Curiosity Activates Reward Circuitry and Enhances Memory. Psychological Science, 20: 963-973, 2009. [PDF]

Hsu, Ming, Cédric Anen, and Steven Quartz. The Right and the Good: Distributive Justice and Neural Encoding of Equity and Efficiency. Science 320: 1092-1095, 2008. [PDF]

Schultz, Wolfram, Kerstin Preuschoff, Colin Camerer, Ming Hsu, Christopher Fiorillo, Philippe Tobler, and Peter Bossaerts. Explicit Neural Signals Reflecting Reward Uncertainty. Philosophical Transactions of the Royal Society B 363: 3801-3811, 2008. [PDF]

Hsu, Ming, Meghana Bhatt, Ralph Adolphs, Daniel Tranel, and Colin Camerer. Neural Systems Responding to Degrees of Uncertainty In Human Decision Making. Science 310: 1624-1625, 2005. [PDF]


Book Chapters

Hsu, Ming and Lusha Zhu. Commentary on Ambiguous Decisions in the Human Brain, In Tom Zentall and Phil Crowley, eds. Comparative Decision Making.

Bossaerts, Peter, Kerstin Preuschoff, and Ming Hsu. The Neurobiological Foundations of Valuation in Human Decision Making under Uncertainty, in Paul Glimcher, Colin Camerer, Ernst Fehr, and Russell Poldrack, eds. (2008) Neuroeconomics: Decision Making and the Brain. Amsterdam, Elsevier. [PDF]

Hsu, Ming, Hung-Tai Lin, and Paul McNamara. The Neuroeconomics of Decision-Making in the Aging Brain: The Example of Long-Term Care, in Kevin McCabe and Daniel Houser, eds. (2008) Advances in Health Economics and Health Services Research. [PDF]

Camerer, Colin, Meghana, Bhatt, and Ming Hsu. Neuroeconomics: Illustrated by fMRI and Lesion-Patient Evidence of Ambiguity-Aversion, in Bruno Frey and Alois Stutzer, eds. (2007) Economics and Psychology: a Promising New Cross-Disciplinary Field. Cambridge, MIT Press. [PDF]


Conference Proceedings

Set Eric, Alex Slade, Edelyn Verona, and Ming Hsu. Psychopathy and Other-Regarding Preferences. Presented at the Annual Meeting of the Economic Science Association (Washington DC) June 25, 2009.

Zhu, Lusha, Mahdi Rastad, Jesse Spencer-Smith, Roger Koenker, and Ming Hsu. Facial Expressions of Emotion and Psychological Games. Presented at the Annual Meeting of the Economic Science Association (Washington DC) June 25, 2009.

Rastad, Mahdi, Lusha Zhu, Jesse Spencer-Smith, Roger Koenker, and Ming Hsu. Quantifying Emotions: Functional Data Analysis of Facial Expressions. Presented at the Annual Meeting of the Economic Science Association (Washington DC) June 25, 2009.

Zhu, Lusha, Mahdi Rastad, Jesse Spencer-Smith, Roger Koenker, and Ming Hsu. Facial Expressions of Emotion and Psychological Games. Poster presented at the Annual Meeting of the Society for Neuroeconomics, (Park City, UT) September, 2008.


Working Papers


Hirota, Masayoshi, Ming Hsu, Charles Plott, and Brian Rogers. Experiments in the Dynamics of General Equilibrium Systems: Divergence, Closed Cycles and Convergence. Caltech Working Paper 1239. [Data and Instructions]

Hsu, Ming. A Game Theoretic Model of Elections with Spatial and Distributive Preferences. Caltech Working Paper 1198.