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Discrete Choice Under Risk with Limited Consideration, with Levon Barseghyan and Matt Thirkettle, February 2019.

Tail and Center Rounding of Probabilistic Expectations in the Health and Retirement Study, with Pamela Giustinelli and Chuck Manski, with Online Appendix, February 2019.

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

Estimation and Inference for Best Linear Approximations to Set Identified Functions, with Arun G. Chandrasekhar, Victor Chernozhukov, and Paul Schrimpf, December 2018. Revision of CeMMAP Working Papers # CWP43/12.

The Cost of Legal Restrictions on Experience Rating, with Levon Barseghyan, Darcy Steeg Morris, and Josh Teitelbaum, July 2018.

Local Regression Smoothers with Set-Valued Outcome Data, with Qiyu Li, Ilya Molchanov and Sida Peng, May 2018.


Econometrics with Partial Identification, in preparation for the Handbook of Econometrics.

Heterogeneous Choice Sets and Preferences, with Levon Barseghyan, Maura Coughlin and Josh Teitelbaum.

Constraint Qualifications in Partial Identification, with Hiroaki Kaido and Joerg Stoye.

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