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Analysis of panel data / Cheng Hsiao.

By: Material type: TextTextSeries: Econometric society monographsPublication details: New York, NY : Cambridge University Press ; 2014.Edition: 3rd editionDescription: xxi, 538 p. ; 24 cmISBN:
  • 9781107038691 (hardback)
  • 9781107657632 (paperback)
Subject(s): DDC classification:
  • 330.01/5195  23
Contents:
Machine generated contents note: 1. Introduction; 2. Homogeneity tes t for linear regression models (analysis of covariance); 3. Simple regr ession with variable intercepts; 4. Dynamic models with variable interc epts; 5. Simultaneous-equations models; 6. Variable-coefficient models; 7. Discrete data; 8. Truncated and censored data; 9. Cross-sectional d ependent panel data; 10. Dynamic system; 11. Incomplete panel data; 12. Miscellaneous topics; 13. A summary view.
Summary: "This book provides a comprehensive, coherent, and intuitive review of panel data methodologies that are useful for empirical analysis. Sub stantially revised from the second edition, it includes two new chapter s on modeling cross-sectionally dependent data and dynamic systems of e quations. Some of the more complicated concepts have been further strea mlined. Other new material includes correlated random coefficient model s, pseudo-panels, duration and count data models, quantile analysis, an d alternative approaches for controlling the impact of unobserved heter ogeneity in nonlinear panel data models"-- Provided by publisher.
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Item type Current library Call number Status Barcode
Books - Open Access Books - Open Access Institute of Statistics and Applied Economics Book Bank 330.015195 HSI (Browse shelf(Opens below)) Available 001277892

Includes bibliographical references and index.

Machine generated contents note: 1. Introduction; 2. Homogeneity tes t for linear regression models (analysis of covariance); 3. Simple regr ession with variable intercepts; 4. Dynamic models with variable interc epts; 5. Simultaneous-equations models; 6. Variable-coefficient models; 7. Discrete data; 8. Truncated and censored data; 9. Cross-sectional d ependent panel data; 10. Dynamic system; 11. Incomplete panel data; 12. Miscellaneous topics; 13. A summary view.

"This book provides a comprehensive, coherent, and intuitive review of panel data methodologies that are useful for empirical analysis. Sub stantially revised from the second edition, it includes two new chapter s on modeling cross-sectionally dependent data and dynamic systems of e quations. Some of the more complicated concepts have been further strea mlined. Other new material includes correlated random coefficient model s, pseudo-panels, duration and count data models, quantile analysis, an d alternative approaches for controlling the impact of unobserved heter ogeneity in nonlinear panel data models"-- Provided by publisher.

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