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Yingyao
Hu 胡颖尧 Professor of Economics Johns Hopkins University |
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RESEARCH INTERESTS |
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Econometrics,
Empirical industrial organization, Labor economics. Microeconomic
models with latent variables, Measurement error models. |
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BOOK MANUSCRIPT |
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THE ECONOMETRICS OF UNOBSERVABLES -- Latent Variable and
Measurement Error Models and Their Applications in Empirical Industrial
Organization and Labor Economics |
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SELECTED PAPERS |
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Micro-econometrics: Identification of nonparametric
monotonic regression models with continuous nonclassical measurement errors
(with Susanne Schennach and Ji-Liang Shiu), Journal of
Econometrics, forthcoming Dynamic decisions under subjective
expectations: A structural analysis (with Yonghong
An and Ruli Xiao), Journal of Econometrics, forthcoming Global estimation of finite mixture
and misclassification models with an application to multiple equilibria,
(with Ruli Xiao), Econometric Review, forthcoming The econometrics of unobservables: Applications of measurement error models
in empirical industrial organization and labor economics, Journal of Econometrics, Volume 200,
Issue 2, (October 2017), pages 154-168 Closed-form estimation of nonparametric models with non-classical
measurement errors (with Yuya Sasaki), Journal of Econometrics, vol. 185,
issue 2 (April 2015), pages 392-408 Nonparametric identification and semiparametric estimation
of classical measurement error models without side information
(with Susanne Schennach), Journal of the American Statistical Association, vol. 108, issue
501 (March 2013), pages 177-186. Nonparametric identification of dynamic models with
unobserved state variables (with Matthew Shum), Journal of Econometrics, vol. 171,
issue 1 (November 2012), pages 32-44. Estimation of nonlinear models with mismeasured
regressors using marginal information (with Geert Ridder), Journal of Applied Econometrics, vol.
27, issue 3 (2012), pages 347-385. Identification and inference in nonlinear models using
two samples with nonclassical measurement errors (with Raymond
Carroll and Xiaohong Chen), Journal of Nonparametric Statistics, 22 (2010), issue 4, pages
379-399. (Journal of Nonparametric Statistics 2010 Best Paper Award) Instrumental variable treatment of nonclassical
measurement error models (with Susanne Schennach),
Econometrica,
vol. 76, no. 1 (2008), pages 195–216. Identification and estimation of nonlinear models with
misclassification error using instrumental variables: A general solution,
Journal of Econometrics, vol.
144 (2008), issue 1, pages 27-61. Empirical Industrial
Organization: Identification and estimation of
online price competition with an unknown number of firms (with Yonghong An and Michael Baye,
John Morgan and Matthew Shum), Journal
of Applied Econometrics, Volume 32, Issue 1, (January 2017), pages 80-102 Nonparametric learning rules from bandit experiments: the eyes have
it! (with Yutaka Kayaba and Matthew Shum). Games and Economic Behavior, vol. 81, (September 2013), pages
215-231 Nonparametric identification of first-price auctions
with non-separable unobserved heterogeneity (with David McAdams
and Matthew Shum). Journal of
Econometrics, vol. 174, issue 2 (June 2013), pages 186-193. Estimating first-price auctions with
an unknown number of bidders: a misclassification approach (with Yonghong An and Matthew Shum), Journal of Econometrics, vol. 157 (2010), pages 328-341. Labor Economics: Semiparametric
estimation of the canonical permanent-transitory model of earnings dynamics,
(with Robert Moffitt and Yuya Sasaki), Quantitative Economics, Volume 10,
Issue 4 (November 2019); STATA Command by Yuya Sasaki Long run trends in unemployment and
labor force participation in China (with Shuaizhang
Feng and Robert Moffitt), Journal of
Comparative Economics, vol 45(2), (2017) pages
304-324. Misclassification errors and the underestimation of
U.S. unemployment rates (with Shuaizhang
Feng), American Economic Review,
vol. 103, issue 2 (April 2013), pages 1054-70. The fertility effect of catastrophe:
U.S. hurricane births, (with Rick Evans and Zhong Zhao), Journal of Population Economics, vol.
23 (2010), issue 1, pages 1-36. (the 2013 Kuznets Prize for the best
published article in the Journal of Population Economics during the period
2010-2012) Macroeconomics: Illuminating economic growth
(with Jiaxiong Yao) (Media:
BBC, Bloomberg, The Economist, Financial Times, Wall Street Journal) China’s slowdown: More there than
meets the eye (a blog article with Bob Barbera) |
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TEACHING |
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180.334 (Undergraduate Econometrics) 180.354 (Econometrics of Unobservables) 180.434 (Undergraduate Advanced Econometrics) 180.633 (Graduate Econometrics) 180.638 (Graduate Mirco-econometrics
II) |
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