文章基本信息

标题：Methods in empirical economics - a selective review with applications
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作者：Olaf Hübler
期刊名称：Diskussionspapiere / Universität Hannover
印刷版ISSN：0949-9962
出版年度：2013
卷号：2013
出版社：Hannover
摘要：This paper presents some selective aspects of standard econometricmethods and of new developments in econometrics that are important forapplications with microeconomic data. The range includes variance estima-tors, measurement of outliers, problems of partially identified parameters,nonlinear models, possibilities of instrumental variables, panel methods formodels with time-invariant regressors, di.erence-in-di.erences estimators,matching procedures, treatment e.ects in quantile regression analysis andregression discontinuity approaches. These methods are applied to produc-tion functions with IAB establishment panel data
关键词：Significance; standard errors; outliers; in.uential ob-;servations; partially identified parameters; unobserved;heterogeneity; instrumental variables; panel estimators;quantile regressions; causality; treatment e.ects; DiD es-;timators; regression discontinuity