Panel data econometrics

By: Arellano, ManuelMaterial type: TextTextSeries: Advanced texts in econometricsPublication details: Oxford ; New York : Oxford University Press, c2003Description: xii, 231 p. : illISBN: 9780199245284; 0199245282Subject(s): Econometrics | Panel analysis | ECONOMETRİDDC classification: 330.015195 Online resources: Click here to access online | Click here to access online
Contents:
1. Introduction -- I. Static Models: 2. Unobserved heterogeneity -- 3. Error components -- 4. Error in variables -- II. Time Series Models with Error Components: 5. Covariance structures for dynamic error components -- 6. Autoregressive models with individual effects -- III. Dynamics and Predeterminedness: 7. Models with both strictly exogenous and lagged dependent variables -- 8. Predetermined variables -- IV. Appendices: A. Generalized method of moments estimation B. Optimal instruments in conditional models.
Summary: Presenting some of the main topics in panel data econometrics, this work deals with static models, time series models with error components, and with dynamics and predeterminedness. The author concentrates on linear models, and emphasizes the roles of heterogeneity and dynamics in panel data modellingpanel data modelling
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Includes Index

1. Introduction --
I. Static Models: 2. Unobserved heterogeneity --
3. Error components --
4. Error in variables --
II. Time Series Models with Error Components: 5. Covariance structures for dynamic error components --
6. Autoregressive models with individual effects --
III. Dynamics and Predeterminedness: 7. Models with both strictly exogenous and lagged dependent variables --
8. Predetermined variables --
IV. Appendices: A. Generalized method of moments estimation
B. Optimal instruments in conditional models.

Presenting some of the main topics in panel data econometrics, this work deals with static models, time series models with error components, and with dynamics and predeterminedness. The author concentrates on linear models, and emphasizes the roles of heterogeneity and dynamics in panel data modellingpanel data modelling

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