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A Note on Cross-Panel Data Techniques

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  • Zaman, Khalid

Abstract

The research led to the development of novel cross-panel data (CPD) approaches, whereby the regressand of a single nation relies concurrently on regressor from a wide variety of other countries. This research developed the Augmented Cross-Panel (ACP) unit root test and the Cross-Panel ARDL (CPARDL) estimator. It used them to measure Pakistan's environmental quality, which is sensitive to the choices made by other nations in the South Asian region. The information ranges from 1990 to 2021. The CPARDL estimates demonstrate that Pakistan's carbon emissions are mitigated by the increased contribution of India's alternative energy sources and Afghanistan's economic development. The political unrest in Bangladesh negatively impacted Pakistan's ecological stability. The CPD approach evaluates multi-regional projects to ensure sustainable infrastructure development.

Suggested Citation

  • Zaman, Khalid, 2023. "A Note on Cross-Panel Data Techniques," MPRA Paper 116119, University Library of Munich, Germany, revised 15 Jan 2023.
    • Handle: RePEc:pra:mprapa:116119
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    References listed on IDEAS

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    1. Chien, Fengsheng & Hsu, Ching-Chi & Ozturk, Ilhan & Sharif, Arshian & Sadiq, Muhammad, 2022. "The role of renewable energy and urbanization towards greenhouse gas emission in top Asian countries: Evidence from advance panel estimations," Renewable Energy, Elsevier, vol. 186(C), pages 207-216.
    2. Saira Begum & Muhammad Ashfaq & Enjun Xia & Usama Awan, 2022. "Does green transformational leadership lead to green innovation? The role of green thinking and creative process engagement," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 580-597, January.
    3. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    4. Haroon ur Rashid Khan & Usama Awan & Khalid Zaman & Abdelmohsen A. Nassani & Mohamed Haffar & Muhammad Moinuddin Qazi Abro, 2021. "Assessing Hybrid Solar-Wind Potential for Industrial Decarbonization Strategies: Global Shift to Green Development," Energies, MDPI, vol. 14(22), pages 1-14, November.
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    2. Pata, Ugur Korkut & Destek, Mehmet Akif & Manga, Muge & Cengiz, Orhan, 2022. "Militarization of NATO Countries Sparks Climate Change? Investigating the Moderating Role of Technological Progress and Financial Development," MPRA Paper 117567, University Library of Munich, Germany.
    3. Si Mohammed, Kamel & Khalfaoui, Rabeh & Doğan, Buhari & Sharma, Gagan Deep & Mentel, Urszula, 2023. "The reaction of the metal and gold resource planning in the post-COVID-19 era and Russia-Ukrainian conflict: Role of fossil fuel markets for portfolio hedging strategies," Resources Policy, Elsevier, vol. 83(C).
    4. Li, Jie & Cheng, Pengfei & Qian, Xingyue, 2023. "Do mineral rents endowment and agricultural raw material imports determine natural resource management in the United States?," Resources Policy, Elsevier, vol. 85(PA).
    5. Wu, Guoyong & Gao, Yue & Feng, Yanchao, 2023. "Assessing the environmental effects of the supporting policies for mineral resource-exhausted cities in China," Resources Policy, Elsevier, vol. 85(PB).
    6. Yu, Donglei & Wenhui, Xiong & Anser, Muhammad Khalid & Nassani, Abdelmohsen A. & Imran, Muhammad & Zaman, Khalid & Haffar, Mohamed, 2023. "Navigating the global mineral market: A study of resource wealth and the energy transition," Resources Policy, Elsevier, vol. 82(C).
    7. Sriyanto Sriyanto & Muhammad Imran & Shiraz Khan & Khalid Zaman & Haroon ur Rashid Khan & ?Dadang Yunus Lutfiansyach? & Parmono Parmono & Abdul Wahab Pathath & Mohd Khata Jabor, 2023. "Harnessing the Power of Globalization: A Study of the Association between Globalization, Transportation Energy, and Insurance and Financial Services in Europe and Central Asia," International Journal of Energy Economics and Policy, Econjournals, vol. 13(2), pages 453-461, March.
    8. Asghar, Midhat, 2023. "Cafe Politics: How Food Service Operators Influence University Students’ Satisfaction and Dining Frequency," MPRA Paper 116759, University Library of Munich, Germany, revised 16 Mar 2023.
    9. Jiang, Wanxing & Gao, Han, 2023. "The nexus between natural resources and exports of goods and services in the OECD countries," Resources Policy, Elsevier, vol. 85(PA).
    10. Liu, Lili, 2023. "Natural resources extraction and global COP26 target: An overview of USA economy," Resources Policy, Elsevier, vol. 82(C).

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    More about this item

    Keywords

    Cross-panel data; Cross-panel variables; Cross-panel regression; Augmented cross-panel unit root; Cross-panel ARDL estimator.;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products

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