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Precise or Imprecise Probabilities? Evidence from survey response related to late-onset dementia, with Pamela Giustinelli and Chuck Manski, February 2020, submitted.

Tail and Center Rounding of Probabilistic Expectations in the Health and Retirement Study, with Pamela Giustinelli and Chuck Manski, with Online Appendix, January 2020. Revision resubmitted to the Journal of Econometrics.

Local Regression Smoothers with Set-Valued Outcome Data, with Qiyu Li, Ilya Molchanov and Sida Peng, January 2020. Revision resubmitted to International Journal of Approximate Reasoning

Constraint Qualifications in Partial Identification, with Hiroaki Kaido and Joerg Stoye, August 2019. Revision requested by Econometric Theory.

Heterogeneous Choice Sets and Preferences, with Levon Barseghyan, Maura Coughlin, and Joshua C. Teitelbaum, June 2019. Revision requested by Econometrica

Econometrics with Partial Identification, invited chapter for the Handbook of Econometrics, May 2019.

Discrete Choice Under Risk with Limited Consideration, with Levon Barseghyan and Matt Thirkettle, February 2019. Revision requested by the American Economic Review.

Best linear approximations to set identified functions: with an application to the gender wage gap, with Arun G. Chandrasekhar, Victor Chernozhukov, and Paul Schrimpf, December 2018. Revision requested by Quantitative Economics. The paper supercedes CeMMAP Working Papers # CWP43/12.

Calibrated Projection in MATLAB: Users' Manual, with Hiroaki Kaido, Joerg Stoye, and Matt Thirkettle. October 2017.


Computational Methods for Partially Identified Models via Data Augmentation and Support Vector Machines, with Haim Bar.

Bracketing and Risk Preferences: Identification and Estimation in Field Data, with Levon Barseghyan, T. O'Donoghue and Josh Teitelbaum.

This research was in part supported by the National Science Foundation through a series of grants from 2006-2014 and 2018-present. Any opinions, findings and conclusions or recommendations expressed in these materials are those of the authors and do not necessarily reflect the views of the National Science Foundation.

Contact Information

Francesca Molinari
H. T. Warshow and Robert Irving Warshow Professor
458 Uris Hall
Cornell University
Ithaca, NY 14853

Phone: (607) 255-6367
Fax: (607) 255-2818