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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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    17. Pham Thi, Thuy Dung & Do, Hai Dung & Paramaiah, Ch & Duong, Nam Tien & Pham, Van Kien & Shamansurova, Zilola, 2023. "Sustainable economic performance and natural resource price volatility in the post-covid-pandemic: Evidence using GARCH models in Chinese context," Resources Policy, Elsevier, vol. 86(PA).
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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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