Arbeitspapier
Methods in empirical economics: A selective review with applications
This paper presents some selective aspects of standard econometric methods and of new developments in econometrics that are important for applications with microeconomic data. The range includes variance estimators, measurement of outliers, problems of partially identified parameters, nonlinear models, possibilities of instrumental variables, panel methods for models with time-invariant regressors, difference-in-differences estimators, matching procedures, treatment effects in quantile regression analysis and regression discontinuity approaches. These methods are applied to production functions with IAB establishment panel data.
- Language
-
Englisch
- Bibliographic citation
-
Series: Diskussionsbeitrag ; No. 513
Classification
Wirtschaft
Single Equation Models; Single Variables: Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions
Single Equation Models: Single Variables: Instrumental Variables (IV) Estimation
Firm Behavior: Empirical Analysis
Labor-Management Relations; Industrial Jurisprudence
Single Equation Models; Single Variables: Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions
Single Equation Models: Single Variables: Instrumental Variables (IV) Estimation
Firm Behavior: Empirical Analysis
Labor-Management Relations; Industrial Jurisprudence
Subject
Significance
standard errors
outliers
influential observations
partially identified parameters
unobserved heterogeneity
instrumental variables
panel estimators
quantile regressions
causality
treatment effects
DiD estimators
regression discontinuity
standard errors
outliers
influential observations
partially identified parameters
unobserved heterogeneity
instrumental variables
panel estimators
quantile regressions
causality
treatment effects
DiD estimators
regression discontinuity
Event
Geistige Schöpfung
(who)
Hübler, Olaf
Event
Veröffentlichung
(who)
Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät
(where)
Hannover
(when)
2013
- Handle
- Last update
-
20.09.2024, 8:23 AM CEST
Object type
- Arbeitspapier
Associated
- Hübler, Olaf
- Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät
Time of origin
- 2013
Other Objects (12)
Estimation of standard errors and treatment effects in empirical economics—methods and applications
Panel Data Econometrics: Modelling and Estimation
Semiparametric estimation of quantile treatment effects with endogeneity
Identification and Inference in Regression Discontinuity Designs with a Manipulated Running Variable
Exact computation of GMM estimators for instrumental variable quantile regression models
A comparison of two qantile models with endogeneity
Semiparametric Estimation of a Binary Choice Model with Sample Selection
Decentralization estimators for instrumental variable quantile regression models
Neuere Ansätze in der Mikroökonometrie: Modellierung, Schätz- und Testverfahren
Local quantile treatment effects
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments
Estimation of standard errors and treatment effects in empirical economics—methods and applications
Panel Data Econometrics: Modelling and Estimation
Semiparametric estimation of quantile treatment effects with endogeneity
Identification and Inference in Regression Discontinuity Designs with a Manipulated Running Variable
Exact computation of GMM estimators for instrumental variable quantile regression models
A comparison of two qantile models with endogeneity
Semiparametric Estimation of a Binary Choice Model with Sample Selection
Decentralization estimators for instrumental variable quantile regression models
Neuere Ansätze in der Mikroökonometrie: Modellierung, Schätz- und Testverfahren
Local quantile treatment effects
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition
Endogeneity and Non-Response Bias in Treatment Evaluation: Nonparametric Identification of Causal Effects by Instruments
Estimation of standard errors and treatment effects in empirical economics—methods and applications
Panel Data Econometrics: Modelling and Estimation
Semiparametric estimation of quantile treatment effects with endogeneity
Identification and Inference in Regression Discontinuity Designs with a Manipulated Running Variable
Exact computation of GMM estimators for instrumental variable quantile regression models
A comparison of two qantile models with endogeneity
Semiparametric Estimation of a Binary Choice Model with Sample Selection
Decentralization estimators for instrumental variable quantile regression models
Neuere Ansätze in der Mikroökonometrie: Modellierung, Schätz- und Testverfahren
Local quantile treatment effects
Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition