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Cover: 9781316512104 | Analysis of Panel Data | Cheng Hsiao | Buch | Englisch | 2022
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Analysis of Panel Data
Buch von Cheng Hsiao
Sprache: Englisch

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Beschreibung
"Now in its fourth edition, this comprehensive introduction to fundamental panel data methodologies provides insights on what is most essential in panel literature. A capstone to the 40-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"--
"Now in its fourth edition, this comprehensive introduction to fundamental panel data methodologies provides insights on what is most essential in panel literature. A capstone to the 40-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"--
Über den Autor
Cheng Hsiao is Professor of Economics at the University of Southern California.
Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: 2022
Fachbereich: Allgemeines
Genre: Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Buch
Seiten: 538
ISBN-13: 9781316512104
ISBN-10: 131651210X
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Hsiao, Cheng
Hersteller: Cambridge University Press
Maße: 250 x 175 x 33 mm
Von/Mit: Cheng Hsiao
Erscheinungsdatum: 07.07.2022
Gewicht: 1,099 kg
preigu-id: 120818201
Über den Autor
Cheng Hsiao is Professor of Economics at the University of Southern California.
Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: 2022
Fachbereich: Allgemeines
Genre: Wirtschaft
Rubrik: Recht & Wirtschaft
Medium: Buch
Seiten: 538
ISBN-13: 9781316512104
ISBN-10: 131651210X
Sprache: Englisch
Ausstattung / Beilage: HC gerader Rücken kaschiert
Einband: Gebunden
Autor: Hsiao, Cheng
Hersteller: Cambridge University Press
Maße: 250 x 175 x 33 mm
Von/Mit: Cheng Hsiao
Erscheinungsdatum: 07.07.2022
Gewicht: 1,099 kg
preigu-id: 120818201
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