Analysis of panel data / Cheng Hsiao.
Hsiao, Cheng, 1943-| Call Number | 330.01/5195 |
| Author | Hsiao, Cheng, 1943- author. |
| Title | Analysis of panel data / Cheng Hsiao. |
| Edition | Third edition. |
| Physical Description | 1 online resource (xxi, 538 pages) : digital, PDF file(s). |
| Series | Econometric Society monographs ; 54 |
| Notes | Title from publisher's bibliographic system (viewed on 05 Oct 2015). |
| 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. |
| 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. |
| Subject | ECONOMETRICS. PANEL ANALYSIS. ANALYSIS OF VARIANCE. |
| Multimedia |
Total Ratings:
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| 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. |
| Notes | Title from publisher's bibliographic system (viewed on 05 Oct 2015). |
| 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. |
| Subject | ECONOMETRICS. PANEL ANALYSIS. ANALYSIS OF VARIANCE. |
| Multimedia |