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Yingyao Hu 胡颖尧 Associate Professor of Economics Johns Hopkins
University |
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RESEARCH
INTERESTS |
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Micro-econometrics and
its applications in industrial organization and labor economics. Measurement error models,
Latent variable models, Nonparametric identification. |
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KEYWORDS |
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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. |
misclassification closed-form nonparametric identification eigen decomposition |
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Instrumental variable treatment of nonclassical
measurement error models and Supplementary
material (with Susanne Schennach), Econometrica, vol. 76, no. 1 (2008), pages
195–216. |
measurement error global nonparametric identification spectral decomposition |
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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. |
auction misclassification |
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Well-posedness of
measurement error models for self-reported data (with Yonghong
An). Journal of Econometrics,
vol. 168 (2012), pages 259-269. |
inverse problem measurement error |
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Misclassification errors and the underestimation of U.S.
unemployment rates and online
appendix (with Shuaizhang Feng),
American Economic Review,
forthcoming |
unemployment rates misclassification |
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WORKING
PAPERS |
KEYWORDS |
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Identifiability and Inference of
Hidden Markov Models: A New Approach, (with Yonghong
An and Matthew Shum) |
hidden Markov models |
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Misclassification of schooling in survey and
transcript samples (with Ruli Xiao and Xiaohan Zhong) |
misclassification |
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Estimating production functions with robustness against
errors in the proxy variables (with Guofang
Huang). Working Paper, Department of Economics, Johns Hopkins University. Revise
and Resubmit |
production function semi-nonparametric estimation |
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Nonparametric identification using
instrumental variables: sufficient conditions for completeness (with Ji-Liang Shiu). Working Paper
#581, Department of Economics, Johns Hopkins University. Submitted |
completeness nonparametric identification |
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Identification and estimation of nonlinear dynamic
panel data models with unobserved covariates (with Ji-Liang
Shiu). Working Paper #557, Department of Economics,
Johns Hopkins University. Revise and Resubmit |
dynamic panel data model unobserved covariates nonparametric identification |
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Nonparametric learning rules from bandit experiments: the
eyes have it! (with Yutaka Kayaba and Matthew
Shum). Working Paper #560, Department of Economics, Johns Hopkins University.
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learning rules nonparametric identification |
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Nonparametric identification of first-price auctions with non-separable
unobserved heterogeneity (with David McAdams and Matthew Shum). Working
Paper #553, Department of Economics, Johns Hopkins University. Revise and
Resubmit |
auction unobserved heterogeneity nonparametric identification |
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Nonparametric identification of dynamic models with
unobserved state variables (with Matthew Shum), Working Paper #543,
Department of Economics, Johns Hopkins University; Cemmap
Working Paper CWP13/08. Revise and Resubmit |
dynamic models unobserved state variable nonparametric identification |
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A simple estimator for dynamic models with serially
correlated unobservables (with Matthew Shum and
Wei Tan). Working Paper #558, Department of Economics, Johns Hopkins
University. Revise and Resubmit |
dynamic model unobserved state variable estimation |
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Horizontal
mergers of online firms: structural estimation and competitive effects (with Yonghong
An, Michael Baye, John Morgan and Matthew Shum). Working Paper #564,
Department of Economics, Johns Hopkins University. |
online price competition competitive effects misclassification |
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Identifying dynamic games with serially-correlated unobservables (with Matthew Shum). Working Paper
#546, Department of Economics, Johns Hopkins University. Comments welcome. |
dynamic games unobserved state variable nonparametric identification |
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Nonparametric
identification of the classical errors-in-variables model without side
information (with Susanne Schennach). Available
on request. |
nonparametric identification measurement error |
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WORK
IN PROGRESS |
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Identification
of semiparametric measurement error models (with Ji-Liang Shiu) |
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Estimation
of a linear index model with a mismeasured
endogenous variable (with Ji-Liang Shiu and Tiemen Woutersen) |
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Estimating
dynamic models with unobserved state variables (with Matthew Shum) |
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Identification
of dynamic insurance models (with Olivia Cessarini and Elena Krasnokutskaya) |
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Misclassification
of schooling in survey and transcript samples (with Ruli
Xiao) |
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A
spectral decomposition estimator of nonparametric learning rules (with Ji-Liang Shiu and Matthew Shum) |
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TEACHING |
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Spring
2012: (Blackboard) 180.334
(Undergraduate Econometrics) 180.633
(Graduate Econometrics) 180.638
(Graduate Mirco-econometrics II) |
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