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Uedu Open / Nonlinear Econometric Analysis
14.385

Nonlinear Econometric Analysis

Prof. Victor Chernozhukov, Prof. Whitney Newey | Fall 2007
Social Sciences Economics Science & Math Mathematics Econometrics Microeconomics Probability and Statistics Social Science
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CC BY-NC-SA 4.0
課程簡介
This course presents micro-econometric models, including large sample theory for estimation and hypothesis testing, generalized method of moments (GMM), estimation of censored and truncated specifications, quantile regression, structural estimation, nonparametric and semiparametric estimation, treatment effects, panel data, bootstrapping, simulation methods, and Bayesian methods. The methods are illustrated with economic applications.
Course Information
SourceMIT 開放式課程
科系Economics
LanguageEnglish
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