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Analysis of panel data / Cheng Hsiao.

By: Material type: TextTextSeries: Econometric society monographsPublication details: New York : Cambridge, 2014.Edition: 3rd edDescription: xxi, 538 p. ; 24 cmISBN:
  • 9781107657632 (paperback)
Subject(s): DDC classification:
  • 330.015195 23 H873
Contents:
Machine generated contents note: 1. Introduction; 2. Homogeneity test for linear regression models (analysis of covariance); 3. Simple regression with variable intercepts; 4. Dynamic models with variable intercepts; 5. Simultaneous-equations models; 6. Variable-coefficient models; 7. Discrete data; 8. Truncated and censored data; 9. Cross-sectional dependent panel data; 10. Dynamic system; 11. Incomplete panel data; 12. Miscellaneous topics; 13. A summary view; References; Indexes .
Summary: "This book provides a comprehensive, coherent, and intuitive review of panel data methodologies that are useful for empirical analysis. Substantially revised from the second edition, it includes two new chapters on modeling cross-sectionally dependent data and dynamic systems of equations. Some of the more complicated concepts have been further streamlined. Other new material includes correlated random coefficient models, pseudo-panels, duration and count data models, quantile analysis, and alternative approaches for controlling the impact of unobserved heterogeneity in nonlinear panel data models"--
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 330.015195 H873 (Browse shelf(Opens below)) Available 136004
Total holds: 0

Includes bibliographical references and index.

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

"This book provides a comprehensive, coherent, and intuitive review of panel data methodologies that are useful for empirical analysis. Substantially revised from the second edition, it includes two new chapters on modeling cross-sectionally dependent data and dynamic systems of equations. Some of the more complicated concepts have been further streamlined. Other new material includes correlated random coefficient models, pseudo-panels, duration and count data models, quantile analysis, and alternative approaches for controlling the impact of unobserved heterogeneity in nonlinear panel data models"--

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