Analysis of Panel Data - Cheng Hsiao

Analysis of Panel Data

(Autor)

Buch | Hardcover
500 Seiten
2022 | 4th Revised edition
Cambridge University Press (Verlag)
978-1-316-51210-4 (ISBN)
124,65 inkl. MwSt
Now in its fourth edition, this comprehensive introduction of fundamental panel data methodologies provides insights on what is most essential in panel literature. It is essential reading for researchers, practitioners and graduate students interested in the analysis of microeconomic behavior.
Now in its fourth edition, this comprehensive introduction of fundamental panel data methodologies provides insights on what is most essential in panel literature. A capstone to the forty-year career of a pioneer of panel data analysis, this new edition's primary contribution will be the coverage of advancements in panel data analysis, a statistical method widely used to analyze two or higher-dimensional panel data. The topics discussed in early editions have been reorganized and streamlined to comprehensively introduce panel econometric methodologies useful for identifying causal relationships among variables, supported by interdisciplinary examples and case studies. This book, to be featured in Cambridge's Econometric Society Monographs series, has been the leader in the field since the first edition. It is essential reading for researchers, practitioners and graduate students interested in the analysis of microeconomic behavior.

Cheng Hsiao is Professor of Economics at the University of Southern California.

Preface; 1. Introduction; 2. Static models with additive effects; 3. Dynamic models with additive effects; 4. Static simultaneous models with additive effects; 5. Dynamic system; 6. Qualitative choice models; 7. Limited dependent and sample section models; 8. Some nonlinear models; 9. Miscellaneous topics; 10. Interactive effects models; 11. Spatial models and cross-sectional dependent data; 12. Program evaluation; 13. Varying coefficients models; 14. Big data analysis.

Erscheinungsdatum
Reihe/Serie Econometric Society Monographs
Zusatzinfo Worked examples or Exercises
Verlagsort Cambridge
Sprache englisch
Maße 175 x 250 mm
Gewicht 1070 g
Themenwelt Studium Querschnittsbereiche Epidemiologie / Med. Biometrie
Wirtschaft Volkswirtschaftslehre Ökonometrie
ISBN-10 1-316-51210-X / 131651210X
ISBN-13 978-1-316-51210-4 / 9781316512104
Zustand Neuware
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