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Analysis of Panel Data

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  • Hsiao,Cheng

Abstract

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.

Suggested Citation

  • Hsiao,Cheng, 2022. "Analysis of Panel Data," Cambridge Books, Cambridge University Press, number 9781316512104, January.
    • Handle: RePEc:cup:cbooks:9781316512104
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    Cited by:

    1. Yi, Jiahui & Dai, Sheng & Li, Lin & Cheng, Jinhua, 2024. "How does digital economy development affect renewable energy innovation?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
    2. Pablo Fernández & Marcos Herrera Gómez, 2023. "Regresiones SUR Espaciales. Análisis Espacio-temporal del Empleo Sectorial en Argentina," Working Papers 279, Red Nacional de Investigadores en Economía (RedNIE).
    3. Vijverberg, Chu-Ping C., 2024. "Income inequality and household debt: A U.S. state-level spatial analysis," Economic Modelling, Elsevier, vol. 138(C).
    4. Peter C. B. Phillips, 2022. "An Econometrician amongst Statisticians: T. W. Anderson," Cowles Foundation Discussion Papers 2333, Cowles Foundation for Research in Economics, Yale University.
    5. Simona-Vasilica Oprea & Irina Alexandra Georgescu & Adela Bâra, 2024. "Charting the BRIC countries’ connection of political stability, economic growth, demographics, renewables and CO2 emissions," Economic Change and Restructuring, Springer, vol. 57(5), pages 1-35, October.
    6. M. Hashem Pesaran & Andreas Pick & Allan Timmermann, 2022. "Forecasting With Panel Data: Estimation Uncertainty Versus Parameter Heterogeneity," CESifo Working Paper Series 9690, CESifo.
    7. Ujkani Xheneta & Gara Atdhetar, 2023. "Determinants of the Inflation Rate: Evidence from Panel Data," Economics, Sciendo, vol. 11(2), pages 169-182, December.
    8. Muhammad Raza Farooq & Zezhou Zhang & Linxi Yuan & Xiaodong Liu & Abdul Rehman & Gary S. Bañuelos & Xuebin Yin, 2023. "Influencing Factors on Bioavailability and Spatial Distribution of Soil Selenium in Dry Semi-Arid Area," Agriculture, MDPI, vol. 13(3), pages 1-17, February.
    9. Bakry, Walid & Mallik, Girijasankar & Nghiem, Xuan-Hoa & Sinha, Avik & Vo, Xuan Vinh, 2023. "Is green finance really “green”? Examining the long-run relationship between green finance, renewable energy and environmental performance in developing countries," Renewable Energy, Elsevier, vol. 208(C), pages 341-355.
    10. Ferah Yildiz & Faruk Dayi & Mustafa Yucel & Ali Cilesiz, 2024. "The Impact of ESG Criteria on Firm Value: A Strategic Analysis of the Airline Industry," Sustainability, MDPI, vol. 16(19), pages 1-23, September.
    11. Miao Lei & Gazi Mahabubul Alam & Karima Bashir, 2024. "The Relationships between Job Performance, Job Burnout, and Psychological Counselling: A Perspective on Sustainable Development Goals (SDGs)," Sustainability, MDPI, vol. 16(17), pages 1-18, September.
    12. Galán-Gutiérrez, Juan Antonio & Labeaga, José M. & Martín-García, Rodrigo, 2023. "Cointegration between high base metals prices and backwardation: Getting ready for the metals super-cycle," Resources Policy, Elsevier, vol. 81(C).
    13. Nguyen, Quoc Phu & Vo, Duc Hong, 2022. "Artificial intelligence and unemployment:An international evidence," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 40-55.
    14. Pawe³ Œliwiñski, 2023. "Endogenous money supply, global liquidity and financial transactions: Panel evidence from OECD countries," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 18(1), pages 121-152, March.
    15. Acheampong, Alex O. & Opoku, Eric Evans Osei & Dogah, Kingsley E., 2023. "The political economy of energy transition: The role of globalization and governance in the adoption of clean cooking fuels and technologies," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    16. Lo, Fang-Yi & Bui, Quang-Tuan & Huarng, Kun-Huang, 2023. "The pace of international expansion for digital multinational enterprises," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    17. Stanislav Zabojník & Dusan Steinhauser & Viktoria Pestova, 2023. "EU Decarbonisation: Do EU Electricity Costs Harm Export Competitiveness?," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(63), pages 522-522, April.
    18. Lin Wang & Yugang He & Renhong Wu, 2024. "Digitization Meets Energy Transition: Shaping the Future of Environmental Sustainability," Energies, MDPI, vol. 17(4), pages 1-25, February.
    19. Jason Brown & Dayton Lambert, 2024. "Creative Destruction and the Reallocation of Capital in Rural and Urban Areas," Research Working Paper RWP 24-11, Federal Reserve Bank of Kansas City.
    20. Chatterjee, Sidharta, 2024. "The What and How of Data Analysis," MPRA Paper 120831, University Library of Munich, Germany.
    21. Zheng, Qing Yuan & Law, Teik Hua & Wong, Shaw Voon & Ng, Choy Peng, 2024. "Relative improvements between roads and railways and economic performance: A panel data analysis," Transport Policy, Elsevier, vol. 153(C), pages 87-96.

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