Contact Information
Office Hours
Research Interests
Decision Making
Mathematical Psychology
Behavioral Social Choice
Behavioral Economics
Research Description
Individual preferences fluctuate over time and differ among people. Few models of utility and decision making attempt to capture this fundamental fact explicitly. Prof. Regenwetter's primary goal is to model, measure, and predict preference and choice behavior when it is allowed to vary. Random utility models are designed as a modeling language to capture and quantify the ubiquitous variability in choice and preference behavior. Prof. Regenwetter's primary interests can be categorized as falling within three paradigms: probabilistic measurement, social choice, and preference evolution over time. Probabilistic measurement theory reformulates axiomatic measurement structures (e.g., in decision theory) in a probabilistic framework and thereby makes them empirically (and statistically) testable. Social choice theory is the theory of aggregating individual preferences or choices into a social ordering or choice. Dr. Regenwetter's interest in social choice is behavioral. Using random utility models as measurement tools, he evaluates and compares competing social choice functions on empirical data of various kinds. Dr. Regenwetter studies preference change over time via stochastic process models in which random utilities are indexed by continuous time.
Education
Mathematical Behavioral Sciences, Ph.D., University of California at Irvine
Courses Taught
Models of Decision and Choice
Testing Theories of Decision
Foundations of Behavioral Social Choice Research
Introduction to Statistics
Psychological Statistics
Additional Campus Affiliations
Professor, Psychology
Professor, Electrical and Computer Engineering
Affiliate, Center for Social & Behavioral Science
External Links
Honors & Awards
Fellow, Association for Psychological Science
Fellow Psychonomic Society
Co-recipient of the 2012 Exeter Prize for Research in Experimental Economics, Decision Theory and Behavioral Economics,
Young Investigator Award, Society for Mathematical Psychology
Highlighted Publications
Regenwetter, M., Dana, J., & Davis-Stober, C. P. (2011). Transitivity of Preferences. Psychological review, 118(1), 42-56. https://doi.org/10.1037/a0021150
Regenwetter, M., & Davis-Stober, C. P. (2012). Behavioral variability of choices versus structural inconsistency of preferences. Psychological review, 119(2), 408-416. https://doi.org/10.1037/a0027372
Regenwetter, M., & Robinson, M. M. (2017). The construct-behavior gap in behavioral decision research: A challenge beyond replicability. Psychological review, 124(5), 533-550. https://doi.org/10.1037/rev0000067
Davis-Stober, C. P., & Regenwetter, M. (2019). The ‘Paradox’ of Converging Evidence. Psychological review, 126(6), 865-879. https://doi.org/10.1037/rev0000156
Zwilling, C. E., Cavagnaro, D. R., Regenwetter, M., Lim, S. H., Fields, B., & Zhang, Y. (2019). QTEST 2.1: Quantitative testing of theories of binary choice using Bayesian inference. Journal of Mathematical Psychology, 91, 176-194. https://doi.org/10.1016/j.jmp.2019.05.002
Recent Publications
Bogdan, P. C., Cervantes, V. H., & Regenwetter, M. (2024). What does a population-level mediation reveal about individual people? Behavior Research Methods, 56(6), 5667-5692. https://doi.org/10.3758/s13428-023-02298-9
Colonius, H., Regenwetter, M., & Swait, J. (2024). Editorial: A celebration of A. A. J. Marley. Journal of Mathematical Psychology, 122, Article 102871. https://doi.org/10.1016/j.jmp.2024.102871
Roberts, F. S., Davis-Stober, C. P., & Regenwetter, M. (2024). The mathematical psychology of Peter Fishburn. Journal of Mathematical Psychology, 120-121, Article 102845. https://doi.org/10.1016/j.jmp.2024.102845
Cavagnaro, D. R., & Regenwetter, M. (2023). Probabilistic Choice Induced by Strength of Preference. Computational Brain and Behavior, 6(4), 569-600. https://doi.org/10.1007/s42113-023-00176-3
Ludwig, J., Cavagnaro, D. R., & Regenwetter, M. (2023). Order-constrained inference to supplement experimental data analytics in behavioral economics: A motivational case study. Journal of Behavioral and Experimental Economics , 107, Article 102116. https://doi.org/10.1016/j.socec.2023.102116