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Modern Econometric Analysis [electronic resource] :Surveys on Recent Developments / edited by Olaf Hübler, Jachim Frohn.

by Hübler, Olaf [editor.]; Frohn, Jachim [editor.]; SpringerLink (Online service).
Material type: materialTypeLabelBookPublisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.Description: IV, 234 p. 8 illus. online resource.ISBN: 9783540326939.Subject(s): Economics | Economics -- Statistics | Econometrics | Economics/Management Science | Econometrics | Statistics for Business/Economics/Mathematical Finance/InsuranceDDC classification: 330.015195 Online resources: Click here to access online
Contents:
Developments and New Dimensions in Econometrics -- On the Specification and Estimation of Large Scale Simultaneous Structural Models -- Dynamic Factor Models -- Unit Root Testing -- Autoregressive Distributed Lag Models and Cointegration -- Structural Vector Autoregressive Analysis for Cointegrated Variables -- Econometric Analysis of High Frequency Data -- Using Quantile Regression for Duration Analysis -- Multilevel and Nonlinear Panel Data Models -- Nonparametric Models and Their Estimation -- Microeconometric Models and Anonymized Micro Data -- Ordered Response Models -- Some Recent Advances in Measurement Error Models and Methods -- The Microeconometric Estimation of Treatment Effects — An Overview -- Survey Item Nonresponse and its Treatment.
In: Springer eBooksSummary: Traditional econometric analysis concentrate on classical methods which are far from suitable handling actual economic problems. Modern econometric analysis tries to develop new approaches from an economic perspective. As a consequence, there is less of a unified econometric theory than in former times. Specific branches which require specific methods have been established. Modern time series and duration analysis, panel data analysis, microeconometrics, evaluation methods, and specific data problems are examples of these new approaches. In this book leading German econometricians in different fields present survey articles of the most important new methods in econometrics. The book gives an overview of the field and it shows progress made in recent years and remaining problems.
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Developments and New Dimensions in Econometrics -- On the Specification and Estimation of Large Scale Simultaneous Structural Models -- Dynamic Factor Models -- Unit Root Testing -- Autoregressive Distributed Lag Models and Cointegration -- Structural Vector Autoregressive Analysis for Cointegrated Variables -- Econometric Analysis of High Frequency Data -- Using Quantile Regression for Duration Analysis -- Multilevel and Nonlinear Panel Data Models -- Nonparametric Models and Their Estimation -- Microeconometric Models and Anonymized Micro Data -- Ordered Response Models -- Some Recent Advances in Measurement Error Models and Methods -- The Microeconometric Estimation of Treatment Effects — An Overview -- Survey Item Nonresponse and its Treatment.

Traditional econometric analysis concentrate on classical methods which are far from suitable handling actual economic problems. Modern econometric analysis tries to develop new approaches from an economic perspective. As a consequence, there is less of a unified econometric theory than in former times. Specific branches which require specific methods have been established. Modern time series and duration analysis, panel data analysis, microeconometrics, evaluation methods, and specific data problems are examples of these new approaches. In this book leading German econometricians in different fields present survey articles of the most important new methods in econometrics. The book gives an overview of the field and it shows progress made in recent years and remaining problems.

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