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Homogenous panel unit root tests under cross sectional dependence: Finite sample modifications and the wild bootstrap

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  1. Muntasir Murshed, 2025. "Can income inequality reduction policies limit the disparity between urban and rural clean cooking fuel access rates?," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(1), pages 1104-1123, February.
  2. Muntasir Murshed, 2026. "Addressing the trade-off between natural resource dependence and environmental sustainability in MENA countries: the role of energy productivity improvement," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 28(1), pages 489-515, January.
  3. Hicham Ayad & Abdelhak Lefilef & Atif Jahanger & Daniel Balsalobre-Lorente, 2024. "Reinvestigate the Effect of Foreign Direct Investment on Environmental Quality in the MENA Region: Is There Any Difference Using the Load Capacity Factor?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 14810-14840, September.
  4. Paweł Miłobędzki, 2022. "Are Vaccinations Alone Enough to Curb the Dynamics of the COVID-19 Pandemic in the European Union?," Econometrics, MDPI, vol. 10(2), pages 1-12, May.
  5. Christoph Hanck & Robert Czudaj, 2015. "Nonstationary-volatility robust panel unit root tests and the great moderation," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 99(2), pages 161-187, April.
  6. Christoph Hanck & Robert Czudaj, 2013. "Nonstationary-Volatility Robust Panel Unit Root Tests and the Great Moderation," Ruhr Economic Papers 0434, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  7. Gao, Yirui & Murshed, Muntasir & Ozturk, Ilhan & Saqib, Najia & Siddik, Abu Bakkar & Alam, Mohammad Mahtab, 2023. "Can financing technological development programs mitigate mineral resource consumption-related environmental problems faced by Sub-Saharan African nations?," Resources Policy, Elsevier, vol. 87(PA).
  8. Sinha, Avik & Sengupta, Tuhin, 2019. "Impact of Energy Mix on Nitrous Oxide Emissions: An Environmental Kuznets Curve approach for APEC countries," MPRA Paper 100091, University Library of Munich, Germany.
  9. Muhammad Shahbaz & Avik Sinha & Andreas Kontoleon, 2022. "Decomposing scale and technique effects of economic growth on energy consumption: Fresh evidence from developing economies," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(2), pages 1848-1869, April.
  10. Marc Helbling & Daniel Meierrieks, 2023. "Global warming and urbanization," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(3), pages 1187-1223, July.
  11. Xiuzhi He & Samiha Khan & Ilhan Ozturk & Muntasir Murshed, 2023. "The role of renewable energy investment in tackling climate change concerns: Environmental policies for achieving SDG‐13," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(3), pages 1888-1901, June.
  12. Kumar, Naveen & Maiti, Dibyendu, 2025. "Climate change, state capacity and uneven growth: A disaggregated analysis of India," Economic Modelling, Elsevier, vol. 153(C).
  13. Sinha, Avik & Sengupta, Tuhin & Saha, Tanaya, 2020. "Technology policy and environmental quality at crossroads: Designing SDG policies for select Asia Pacific countries," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
  14. Muntasir Murshed & A. K. M. Atiqur Rahman, 2025. "The importance of settling geopolitical disputes in neutralizing the carbon curse of natural resources: evidence from South and Southeast Asia," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 38(1), pages 143-158, March.
  15. Sana Naseem, 2025. "Linkages between digitalization and carbon emissions generated from natural resource-based energy sources: empirical evidence from Asia," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 38(3), pages 683-699, September.
  16. Dina Azhgaliyeva, 2013. "What Makes Oil Revenue Funds Effective," International Conference on Energy, Regional Integration and Socio-economic Development 6023, EcoMod.
  17. LIU Xiangling & Md Qamruzzaman, 2024. "The role of ICT investment, digital financial inclusion, and environmental tax in promoting sustainable energy development in the MENA region: Evidences with Dynamic Common Correlated Effects (DCE) and instrumental variable-adjusted DCE," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-30, May.
  18. Herwartz, Helmut & Siedenburg, Florian, 2009. "The effects of variance breaks on homogenous panel unit root tests," Economics Working Papers 2009-07, Christian-Albrechts-University of Kiel, Department of Economics.
  19. Olatunji A. Shobande & Simplice A. Asongu, 2022. "The Dilemmas of Relevance: Exploring the role of Natural resources and the Carbon Kuznets Curve hypothesis in managing climate crisis in Africa," Working Papers of the African Governance and Development Institute. 22/077, African Governance and Development Institute..
  20. Shahbaz, Muhammad & Sinha, Avik & Raghutla, Chandrashekar & Vo, Xuan Vinh, 2022. "Decomposing scale and technique effects of financial development and foreign direct investment on renewable energy consumption," Energy, Elsevier, vol. 238(PB).
  21. Hu, Yang & Valera, Harold Glenn A. & Oxley, Les, 2019. "Market efficiency of the top market-cap cryptocurrencies: Further evidence from a panel framework," Finance Research Letters, Elsevier, vol. 31(C), pages 138-145.
  22. Chien, Fengsheng & Anwar, Ahsan & Hsu, Ching-Chi & Sharif, Arshian & Razzaq, Asif & Sinha, Avik, 2021. "The role of information and communication technology in encountering environmental degradation: Proposing an SDG framework for the BRICS countries," Technology in Society, Elsevier, vol. 65(C).
  23. Sinha, Avik & Sengupta, Tuhin & Alvarado, Rafael, 2020. "Interplay between Technological Innovation and Environmental Quality: Formulating the SDG Policies for Next 11 Economies," MPRA Paper 104247, University Library of Munich, Germany, revised 2020.
  24. Helmut Herwartz & Simone Maxand & Yabibal M. Walle, 2019. "Heteroskedasticity‐Robust Unit Root Testing for Trending Panels," Journal of Time Series Analysis, Wiley Blackwell, vol. 40(5), pages 649-664, September.
  25. Shin, Dong Wan & Park, Sangun, 2010. "Robust panel unit root tests for cross-sectionally dependent multiple time series," Computational Statistics & Data Analysis, Elsevier, vol. 54(11), pages 2801-2813, November.
  26. Siddik, Abu Bakkar & Khan, Samiha & Khan, Uzma & Yong, Li & Murshed, Muntasir, 2023. "The role of renewable energy finance in achieving low-carbon growth: contextual evidence from leading renewable energy-investing countries," Energy, Elsevier, vol. 270(C).
  27. Sha Qiao & Caihong Zhang & Lizeth Cuesta & Rafael Alvarado & Stefania Pinzón & Diana Bravo-Benavides, 2022. "Impact of Government Stability and Investment Profile on Forest Area: The Role of Natural Protected Areas," Sustainability, MDPI, vol. 14(8), pages 1-20, April.
  28. Shahbaz, Muhammad & Sinha, Avik & Ahmad, Shabbir & Jiao, Zhilun & Wang, Zhaohua, 2021. "Role of FDI in Decomposing of Scale and Technique Effects on China’s Energy Consumption," MPRA Paper 111231, University Library of Munich, Germany, revised 2021.
  29. Meierrieks, Daniel & Stadelmann, David, 2024. "Is temperature adversely related to economic development? Evidence on the short-run and the long-run links from sub-national data," Energy Economics, Elsevier, vol. 136(C).
  30. Djedaiet, Aissa & Ayad, Hicham & Ben-Salha, Ousama, 2024. "Oil prices and the load capacity factor in African oil-producing OPEC members: Modeling the symmetric and asymmetric effects," Resources Policy, Elsevier, vol. 89(C).
  31. Helmut Herwartz & Yabibal M. Walle, 2018. "A powerful wild bootstrap diagnosis of panel unit roots under linear trends and time-varying volatility," Computational Statistics, Springer, vol. 33(1), pages 379-411, March.
  32. Alvarado, Rafael & Deng, Qiushi & Tillaguango, Brayan & Méndez, Priscila & Bravo, Diana & Chamba, José & Alvarado-Lopez, María & Ahmad, Munir, 2021. "Do economic development and human capital decrease non-renewable energy consumption? Evidence for OECD countries," Energy, Elsevier, vol. 215(PB).
  33. Satar Bakhsh & Md Shabbir Alam & Wei Zhang, 2024. "Green finance and Sustainable Development Goals: is there a role for geopolitical uncertainty?," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-30, August.
  34. Uche, Emmanuel & Ngepah, Nicholas & Dey, Labani & Das, Narasingha, 2025. "How sustainable is the ecological environment in resource-rich African countries in the face of profound resource depletion, energy poverty, and modernization?," Energy Economics, Elsevier, vol. 151(C).
  35. Yabibal M. Walle, 2014. "Revisiting the Finance–Growth Nexus in Sub‐Saharan Africa: Results from Error Correction‐based Panel Cointegration Tests," African Development Review, African Development Bank, vol. 26(2), pages 310-321, June.
  36. Deng, Qiu Shi & Alvarado, Rafael & Cuesta, Lizeth & Tillaguango, Brayan & Murshed, Muntasir & Rehman, Abdul & Işık, Cem & López-Sánchez, Michelle, 2022. "Asymmetric impacts of foreign direct investment inflows, financial development, and social globalization on environmental pollution," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 236-251.
  37. Martin C. Arnold & Christoph Hanck, 2019. "On Combining Evidence from Heteroskedasticity Robust Panel Unit Root Tests in Pooled Regressions," JRFM, MDPI, vol. 12(3), pages 1-22, July.
  38. Jaunky, Vishal Chandr, 2013. "A cointegration and causality analysis of copper consumption and economic growth in rich countries," Resources Policy, Elsevier, vol. 38(4), pages 628-639.
  39. Xie, Zixiong & Chen, Shyh-Wei, 2019. "Exchange rates and fundamentals: A bootstrap panel data analysis," Economic Modelling, Elsevier, vol. 78(C), pages 209-224.
  40. Tao Tang & Lizeth Cuesta & Brayan Tillaguango & Rafael Alvarado & Abdul Rehman & Diana Bravo-Benavides & Natalia Zárate, 2022. "Causal Link between Technological Innovation and Inequality Moderated by Public Spending, Manufacturing, Agricultural Employment, and Export Diversification," Sustainability, MDPI, vol. 14(14), pages 1-25, July.
  41. Herwartz, Helmut & Theilen, Bernd, 2014. "Partisan influence on social spending under market integration, fiscal pressure and institutional change," European Journal of Political Economy, Elsevier, vol. 34(C), pages 409-424.
  42. Shahbaz, Muhammad & Sinha, Avik & Kontoleon, Andreas, 2020. "Decomposing Scale and Technique Effects of Economic Growth on Energy Consumption: Fresh Evidence in Developing Economies," MPRA Paper 102111, University Library of Munich, Germany, revised 27 Jul 2020.
  43. Md. Qamruzzaman & Salma Karim & Sylvia Kor, 2024. "Nexus between Innovation–Openness–Natural Resources–Environmental Quality in N-11 Countries: What Is the Role of Environmental Tax?," Sustainability, MDPI, vol. 16(10), pages 1-33, May.
  44. Jaunky, Vishal Chandr, . "Are Shocks To Aluminium Consumption Transitory Or Permanent?," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 9(01-2).
  45. Helmut Herwartz & Annekatrin Niebuhr, 2017. "Regional Labor Market Performance in Europe," International Regional Science Review, , vol. 40(3), pages 270-296, May.
  46. Murshed, Muntasir & Apergis, Nicholas & Alam, Md Shabbir & Khan, Uzma & Mahmud, Sakib, 2022. "The impacts of renewable energy, financial inclusivity, globalization, economic growth, and urbanization on carbon productivity: Evidence from net moderation and mediation effects of energy efficiency gains," Renewable Energy, Elsevier, vol. 196(C), pages 824-838.
  47. Arjun & Bibhuti Ranjan Mishra, 2025. "Asymmetric role of environmental policy stringency, fiscal, and monetary policy on environmental sustainability: Evidence from BRICS‐T countries," Natural Resources Forum, Blackwell Publishing, vol. 49(2), pages 1187-1218, May.
  48. Jinhua Shao & Brayan Tillaguango & Rafael Alvarado & Santiago Ochoa-Moreno & Johanna Alvarado-Espejo, 2021. "Environmental Impact of the Shadow Economy, Globalisation, Trade and Market Size: Evidence Using Linear and Non-Linear Methods," Sustainability, MDPI, vol. 13(12), pages 1-20, June.
  49. Herwartz, Helmut & Walle, Yabibal M., 2014. "Openness and the finance-growth nexus," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 235-247.
  50. Piana Monsur Mindia & Md Qamruzzaman & Nusrat Farzana, 2024. "Exploring the Impact of Good Governance and Innovation on Export Earnings, Clean Energy, Remittances, and Zero Carbon Emissions in Sub-Saharan African Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 14(4), pages 265-284, July.
  51. S. M. Woahid Murad, 2022. "The role of domestic and foreign economic uncertainties in determining the foreign exchange rates: an extended monetary approach," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 46(4), pages 666-677, October.
  52. Jaunky, Vishal Chandr, 2012. "Is there a material Kuznets curve for aluminium? evidence from rich countries," Resources Policy, Elsevier, vol. 37(3), pages 296-307.
  53. Ruiz, Yomara & Aguirre, Nikolay & Ponce, Pablo & Álvarez-García, José, 2025. "Differential impact of natural resource revenues on global public debt: A quantile regression approach," Resources Policy, Elsevier, vol. 100(C).
  54. Malte Rengel, 2020. "Sustainability of European fiscal balances: Just a statistical artifact?," Empirical Economics, Springer, vol. 58(4), pages 1681-1712, April.
  55. Muntasir Murshed, 2025. "Can enhancing internet access rates mitigate carbon-dioxide emissions related to use of unclean natural resources within South Asia?," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 38(3), pages 701-715, September.
  56. Helmut Herwartz & Florian Siedenburg, 2013. "To converge or not converge: unit labor cost inflation in the Euro area," Empirical Economics, Springer, vol. 44(2), pages 455-467, April.
  57. Vishal Jaunky, 2013. "Democracy and economic growth in Sub-Saharan Africa: a panel data approach," Empirical Economics, Springer, vol. 45(2), pages 987-1008, October.
  58. Murshed, Muntasir & Ozturk, Ilhan, 2023. "Rethinking energy poverty reduction through improving electricity accessibility: A regional analysis on selected African nations," Energy, Elsevier, vol. 267(C).
  59. Khan, Syed Abdul Rehman & Ponce, Pablo & Yu, Zhang & Ponce, Katerine, 2022. "Investigating economic growth and natural resource dependence: An asymmetric approach in developed and developing economies," Resources Policy, Elsevier, vol. 77(C).
  60. Alvarado, Rafael & Tillaguango, Brayan & Murshed, Muntasir & Ochoa-Moreno, Santiago & Rehman, Abdul & Işık, Cem & Alvarado-Espejo, Johana, 2022. "Impact of the informal economy on the ecological footprint: The role of urban concentration and globalization," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 750-767.
  61. Md Qamruzzaman & Sylvia Kor, 2024. "Navigating the path to environmental sustainability: Insights from CIVETS on the intersection of ICT diffusion, natural resources, and green technological innovation," PLOS ONE, Public Library of Science, vol. 19(12), pages 1-40, December.
  62. Helmut Herwartz & Florian Siedenburg & Yabibal M. Walle, 2016. "Heteroskedasticity Robust Panel Unit Root Testing Under Variance Breaks in Pooled Regressions," Econometric Reviews, Taylor & Francis Journals, vol. 35(5), pages 727-750, May.
  63. Muhammad Shahbaz & Avik Sinha & Shabbir Ahmad & Zhilun Jiao & Zhaohua Wang, 2023. "Role of foreign direct investment in decomposing of scale and technique effects on China's energy consumption," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 3370-3385, July.
  64. Tunahan Haciimamoglu & Oguzhan Sungur & Korkmaz Yildirim & Mustafa Yapar, 2025. "Rethinking the Climate Change–Inequality Nexus: The Role of Wealth Inequality, Economic Growth, and Renewable Energy in CO 2 Emissions," Sustainability, MDPI, vol. 17(8), pages 1-19, April.
  65. Helmut Herwartz & Bernd Theilen, 2024. "Green Parties and the Quest for Biodiversity: The Political Economy of Fiscal Commitments in OECD Economies," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(9), pages 2455-2486, September.
  66. Hicham Ayad & Aissa Djedaiet, 2026. "Does the unemployment rate matter for environmental issues in the G7 nations? New testing for the environmental Phillips curve using the load capacity factor," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 28(1), pages 187-217, January.
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