Robert Sherman
Professor of Economics and Statistics
B.A., Marquette University, 1978; M.A., University of Louisville, 1985; M.Phil., Yale University,
1987; Ph.D., 1991. Assistant Professor, Caltech, 1996-99; Associate Professor, 1999-2005;
Professor, 2005-; Executive Officer, 2019-22.
Profile
Robert Sherman develops estimators of causal effects in regression models with data subject to various deficiencies, such as misreporting or nonresponse, as well as other types of model misspecification. In particular, he is interested in determining the large sample behavior of such estimators. More recently, Sherman has been working on procedures that estimate causal effects in correlated random coefficient panel data models.
Research Summary
Asymptotic Methods; Econometrics
Selected Publications
- Dunker, Fabian;Hoderlein, Stefan et al. (2018) Nonparametric identification of the distribution of random coefficients in binary response static games of complete informationJournal of Econometrics
- Corvalan, Alejandro;Melo, Emerson et al. (2016) Bounding Causal Effects in an Ecological Inference Problem: the Chilean Electoral ReformPolitical Science Research and Methods
- Hoderlein, Stefan;Sherman, Robert (2015) Identification and estimation in a correlated random coefficients binary response modelJournal of Econometrics
- Fan, Yanqin;Sherman, Robert et al. (2015) Estimation and Inference in an Ecological Inference ModelJournal of Econometric Methods
- Fan, Yanqin;Sherman, Robert et al. (2014) Identifying Treatment Effects Under Data CombinationEconometrica
- Fan, Yanqin;Sherman, Robert et al. (2013) Identifying Treatment Effects under Data Combination
- Dominitz, Jeff;Sherman, Robert P. (2004) Sharp bounds under contaminated or corrupted sampling with verification, with an application to environmental pollutant dataJournal of Agricultural, Biological, and Environmental Statistics
- Joslin, Scott;Sherman, Robert P. (2003) An equivalence result for VC classes of setsEconometric Theory
- Alvarez, R. Michael;Sherman, Robert P. et al. (2003) Subject Acquisition for Web-Based SurveysPolitical Analysis
- Taqqu, Murad S.;Willinger, Walter et al. (1997) Proof of a fundamental result in self-similar traffic modelingACM SIGCOMM Computer Communication Review