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Testing for Panel Cointegration using Common Correlated Effects Estimators

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  1. Murshed, Muntasir & Saboori, Behnaz & Madaleno, Mara & Wang, Hong & Doğan, Buhari, 2022. "Exploring the nexuses between nuclear energy, renewable energy, and carbon dioxide emissions: The role of economic complexity in the G7 countries," Renewable Energy, Elsevier, vol. 190(C), pages 664-674.
  2. Michele Manna & Stefano Nobili, 2023. "Banks' holdings of and trading in government bonds," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 257-283, January.
  3. Stephen Taiwo Onifade & Mohammed Musah & Bright Akwasi Gyamfi & Divine Q. Agozie & Evans Opoku‐Mensah, 2025. "Quest for SDG‐13: The Aptness of Green Investments and Information and Communications Technology (ICT) to Emission Mitigation Among Central‐African States," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(3), pages 3303-3330, June.
  4. Shang, Yunfeng & Razzaq, Asif & Chupradit, Supat & Binh An, Nguyen & Abdul-Samad, Zulkiflee, 2022. "The role of renewable energy consumption and health expenditures in improving load capacity factor in ASEAN countries: Exploring new paradigm using advance panel models," Renewable Energy, Elsevier, vol. 191(C), pages 715-722.
  5. Li, Zeyun & Kuo, Yen-Ku & Mahmud, Abdul Rahman & Nassani, Abdelmohsen A. & Haffar, Mohamed & Muda, Iskandar, 2022. "Integration of renewable energy, environmental policy stringency, and climate technologies in realizing environmental sustainability: Evidence from OECD countries," Renewable Energy, Elsevier, vol. 196(C), pages 1376-1384.
  6. John Nana Francois & Andrew Keinsley, 2023. "Intratemporal elasticity of substitution between private and public consumption: new evidence and implications," Empirical Economics, Springer, vol. 65(4), pages 1655-1692, October.
  7. Uche, Emmanuel & Ngepah, Nicholas & Cifuentes-Faura, Javier, 2023. "Upholding the green agenda of COP27 through publicly funded R&D on energy efficiencies, renewables, nuclear and power storage technologies," Technology in Society, Elsevier, vol. 75(C).
  8. 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.
  9. Zhao, Wei & Liu, Yishu & Huang, Lihua, 2022. "Estimating environmental Kuznets Curve in the presence of eco-innovation and solar energy: An analysis of G-7 economies," Renewable Energy, Elsevier, vol. 189(C), pages 304-314.
  10. Jeetendra Khadan & Amrita Deonarine, 2019. "Testing the Inter-temporal Budget Constraint for Small States," Economics Bulletin, AccessEcon, vol. 39(2), pages 1176-1183.
  11. Chletsos Michael & Roupakias Stelios, 2020. "The effect of military spending on income inequality: evidence from NATO countries," Empirical Economics, Springer, vol. 58(3), pages 1305-1337, March.
  12. Zhongwei, Huang & Liu, Yishu, 2022. "The role of eco-innovations, trade openness, and human capital in sustainable renewable energy consumption: Evidence using CS-ARDL approach," Renewable Energy, Elsevier, vol. 201(P1), pages 131-140.
  13. Wang, Zhuo & Yen-Ku, Kuo & Li, Zeyun & An, Nguyen Binh & Abdul-Samad, Zulkiflee, 2022. "The transition of renewable energy and ecological sustainability through environmental policy stringency: Estimations from advance panel estimators," Renewable Energy, Elsevier, vol. 188(C), pages 70-80.
  14. Tenaw, Dagmawe, 2025. "The dynamics of green energy, energy efficiency, economic productivity, and energy-driven emissions in SDG context: Is there a synergistic interplay?," Energy Economics, Elsevier, vol. 141(C).
  15. Mohammed Musah, 2023. "Stock market development and environmental quality in EU member countries: a dynamic heterogeneous approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11153-11187, October.
  16. Muhammad Anas & Wei Zhang & Satar Bakhsh & Liaqat Ali & Cem Işık & Jie Han & Xuemeng Liu & Hamad Ur Rehman & Amjad Ali & Min Huang, 2024. "Moving towards sustainable environment development in emerging economies: The role of green finance, green tech‐innovation, natural resource depletion, and forested area in assessing the load capacity," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3004-3020, August.
  17. Muntasir Murshed & Rizwan Ahmed & Chamaiporn Kumpamool & Mohga Bassim & Mohamed Elheddad, 2021. "The effects of regional trade integration and renewable energy transition on environmental quality: Evidence from South Asian neighbors," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 4154-4170, December.
  18. 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.
  19. Yana Petrova, 2020. "On cointegration between the insurance market and economic activity," Empirical Economics, Springer, vol. 59(3), pages 1127-1138, September.
  20. Brantley Liddle & Fakhri Hasanov, 2022. "Correction to: Industry electricity price and output elasticities for high-income and middle-income countries," Empirical Economics, Springer, vol. 62(3), pages 1321-1322, March.
  21. Lei, Xiying & Yang, Yao & Alharthi, Majed & Rasul, Farhat & Faraz Raza, Syed Muhammad, 2022. "Immense reliance on natural resources and environmental challenges in G-20 economies through the lens of COP-26 targets," Resources Policy, Elsevier, vol. 79(C).
  22. Tiago Sequeira & Marcelo Santos, 2018. "Education and Energy Intensity: Simple Economic Modelling and Preliminary Empirical Results," Sustainability, MDPI, vol. 10(8), pages 1-17, July.
  23. Buyse, Tim & Heylen, Freddy & Schoonackers, Ruben, 2020. "On the impact of public policies and wage formation on business investment in research and development," Economic Modelling, Elsevier, vol. 88(C), pages 188-199.
  24. Thomas H. W. Ziesemer, 2024. "Public R&D and Growth: A Dynamic Panel Vector-Error-Correction Model Analysis for 14 OECD Countries," Economies, MDPI, vol. 12(8), pages 1-33, August.
  25. Petrović, Predrag & Lobanov, Mikhail M., 2022. "Energy intensity and foreign direct investment nexus: Advanced panel data analysis," Applied Energy, Elsevier, vol. 311(C).
  26. Sezard Timbi & Mohammadou Nourou & Zedou Abdala, 2024. "Governance Mediates the Effect of Remittances on Financial Inclusion in Sub-Saharan Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 2874-2894, March.
  27. Naima Chrid & Sami Saafi & Mohamed Chakroun, 2021. "Export Upgrading and Economic Growth: a Panel Cointegration and Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 811-841, June.
  28. Wei, Zhao & Huang, Lihua, 2022. "Does renewable energy matter to achieve sustainable development? Fresh evidence from ten Asian economies," Renewable Energy, Elsevier, vol. 199(C), pages 759-767.
  29. Mohammed Musah & Frank Boateng & Emmanuel Attah Kumah & Tomiwa Sunday Adebayo, 2024. "Financial flows and environmental quality in ECOWAS member states: accounting for residual cross-sectional dependence and slope heterogeneity," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(1), pages 1195-1228, January.
  30. Michael Beenstock, 2017. "How internally mobile is capital?," Letters in Spatial and Resource Sciences, Springer, vol. 10(3), pages 361-374, October.
  31. Guan, Lu & Zhao, Chang, 2024. "Exploring the dual role of financial inclusion and mineral resources in elevating sustainable development," Resources Policy, Elsevier, vol. 90(C).
  32. Kais Mtar & Walid Belazreg, 2023. "On the nexus of innovation, trade openness, financial development and economic growth in European countries: New perspective from a GMM panel VAR approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 766-791, January.
  33. Luo, Shunjun & Mabrouk, Fatma, 2022. "Nexus between natural resources, globalization and ecological sustainability in resource-rich countries: Dynamic role of green technology and environmental regulation," Resources Policy, Elsevier, vol. 79(C).
  34. Boundi-Chraki, Fahd & Perrotini-Hernández, Ignacio, 2021. "Absolute cost advantage and sectoral competitiveness: Empirical evidence from NAFTA and the European Union," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 162-173.
  35. Yu Shuangshuang & Wenzhong Zhu & Nafeesa Mughal & Sergio Ivan Vargas Aparcana & Iskandar Muda, 2023. "The impact of education and digitalization on female labour force participation in BRICS: an advanced panel data analysis," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-9, December.
  36. Uche, Emmanuel & Ngepah, Nicholas & Das, Narasingha & Dey, Labani, 2024. "Dynamic interactions of green innovations, green transitions and ecological load capacity factor in BRICS," Renewable Energy, Elsevier, vol. 231(C).
  37. Peter Fuleky & Luigi Ventura & Qianxue Zhao, 2018. "Common correlated effects and international risk sharing," International Finance, Wiley Blackwell, vol. 21(1), pages 55-70, March.
  38. 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).
  39. Lei, Xiying & Alharthi, Majed & Ahmad, Ishtiaq & Aziz, Babar & Abdin, Zain ul, 2022. "Importance of international relations for the promotion of renewable energy, preservation of natural resources and environment: Empirics from SEA nations," Renewable Energy, Elsevier, vol. 196(C), pages 1250-1257.
  40. Dierk Herzer & Niklas Schmelmer, 2024. "The impact of South-South and North-South FDI on energy intensity in developing countries," Economics Bulletin, AccessEcon, vol. 44(4), pages 1367-1377.
  41. Ioannis Kostakis & Sarantis Lolos, 2024. "Uncovering the impact of cultural heritage on economic growth: empirical evidence from Greek regions, 2000–2019," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(3), pages 1209-1239, October.
  42. António Afonso & Florence Huart & João Tovar Jalles & Piotr Stanek, 2020. "Long-run relationship between exports and imports: current account sustainability tests for the EU," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 19(2), pages 155-170, May.
  43. Luca Margaritella & Joakim Westerlund, 2023. "Using information criteria to select averages in CCE," The Econometrics Journal, Royal Economic Society, vol. 26(3), pages 405-421.
  44. Emmanuel Uche & Kingsley I. Okere & Nicholas Ngepah, 2025. "After the Johannesburg II Declaration, What Next for Ecological Sustainability in BRICS? Perspectives on Green Innovations and Green Transitions," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(3), pages 4348-4365, June.
  45. Khan, Zeeshan & Ali, Muhsin & Jinyu, Liu & Shahbaz, Muhammad & Siqun, Yang, 2020. "Consumption-based carbon emissions and trade nexus: Evidence from nine oil exporting countries," Energy Economics, Elsevier, vol. 89(C).
  46. Liu, Pengqiang & Li, Xin & Chang, Hsu-Ling & Su, Nan, 2024. "Natural resources Kuznets curve: The role of mineral resources, urbanization, and digitalization in BRICS economies," Resources Policy, Elsevier, vol. 90(C).
  47. Liu, Xiaoxi & Razzaq, Asif & Shahzad, Mohsin & Irfan, Muhammad, 2022. "Technological changes, financial development and ecological consequences: A comparative study of developed and developing economies," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  48. Wan, Qilong & Miao, Xiaodong & Afshan, Sahar, 2022. "Dynamic effects of natural resource abundance, green financing, and government environmental concerns toward the sustainable environment in China," Resources Policy, Elsevier, vol. 79(C).
  49. 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.
  50. Mariam Camarero & Alejandro Muñoz & Cecilio Tamarit, 2022. "The rise and fall of global financial flows in EU 15: new evidence using dynamic panels with common correlated effects," Working Papers 2212, Department of Applied Economics II, Universidad de Valencia.
  51. Chaisri Tarasawatpipat & Witthaya Mekhum, 2021. "Rethinking the Reasons of Greenhouse Gases Emission in ASEAN Countries: Finding Reasons in Urbanization, Industrialization and Population Growth," International Journal of Energy Economics and Policy, Econjournals, vol. 11(1), pages 544-550.
  52. Mohammed Musah & Bright Akwasi Gyamfi & Stephen Taiwo Onifade & Frank Gyimah Sackey, 2025. "Assessing the roles of green innovations and renewables in environmental sustainability of resource‐rich Sub‐Saharan African states: A financial development perspective," Natural Resources Forum, Blackwell Publishing, vol. 49(1), pages 461-490, February.
  53. Jiang, Changjun & Li, Jintao & Liu, Jilai, 2022. "Does urbanization affect the gap between urban and rural areas? Evidence from China," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
  54. Ma, Qiang & Li, Sa & Aslam, Misbah & Ali, Naveed & Alamri, Ahmad Mohammed, 2023. "Extraction of natural resources and sustainable renewable energy: COP26 target in the context of financial inclusion," Resources Policy, Elsevier, vol. 82(C).
  55. R.I. Thamae & N.M. Odhiambo, 2024. "Banking Regulation And Bank Credit Delivery In Selected Subsaharan African Countries: Symmetric And Asymmetric Causal Linkages," Working Papers WP052024, African Economic and Social Research Institute (AESRI).
  56. Norazah Mohd Suki & Norbayah Mohd Suki & Arshian Sharif & Sahar Afshan, 2021. "The role of logistics performance for sustainable development in top Asian countries: Evidence from advance panel estimations," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 595-606, July.
  57. Fahd Boundi-Chraki & Ignacio Perrotini-Hernández, 2024. "Revisiting the Classical Theory of Investment: An Empirical Assessment from the European Union," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 22(1), pages 63-89, March.
  58. Hasan, Mohammad Maruf & Nan, Su & Waris, Umra, 2024. "Assessing the dynamics among oil consumption, ecological footprint, and renewable energy: Role of institutional quality in major oil-consuming countries," Resources Policy, Elsevier, vol. 90(C).
  59. Jeetendra Khadan & Amrita Deonarine, 2020. "Sustainability of current account balances in small states," Economics and Business Letters, Oviedo University Press, vol. 9(1), pages 14-20.
  60. Zhang, Lu & Zhao, Huawei, 2024. "Sustainable development mechanism: The role of natural resources, remittance and policy uncertainty," Resources Policy, Elsevier, vol. 90(C).
  61. Kais Mtar & Walid Belazreg, 2021. "Causal Nexus Between Innovation, Financial Development, and Economic Growth: the Case of OECD Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(1), pages 310-341, March.
  62. Chen, Jie & Huang, Shoujun & Ajaz, Tahseen, 2022. "Natural resources management and technological innovation under EKC framework: A glimmer of hope for sustainable environment in newly industrialized countries," Resources Policy, Elsevier, vol. 79(C).
  63. Liddle, Brantley & Huntington, Hillard, 2021. "How prices, income, and weather shape household electricity demand in high-income and middle-income countries," Energy Economics, Elsevier, vol. 95(C).
  64. António Afonso & Florence Huart & João Tovar Jalles & Piotr Stanek, 2019. "Assessing the sustainability of external imbalances in the European Union," The World Economy, Wiley Blackwell, vol. 42(2), pages 320-348, February.
  65. Thai-Ha Le & Youngho Chang & Donghyun Park, 2019. "Economic development and environmental sustainability: evidence from Asia," Empirical Economics, Springer, vol. 57(4), pages 1129-1156, October.
  66. Yang, Shuangpeng & umar, Muhammad, 2022. "How globalization is reshaping the environmental quality in G7 economies in the presence of renewable energy initiatives?," Renewable Energy, Elsevier, vol. 193(C), pages 128-135.
  67. Michael Beenstock & Daniel Felsenstein, 2021. "A Solution for Absent Spatial Data: The Common Correlated Effects Estimator," International Regional Science Review, , vol. 44(3-4), pages 466-484, May.
  68. Meng, Yue & Wu, Haoyue & Wang, Yunchen & Duan, Yinying, 2022. "International trade diversification, green innovation, and consumption-based carbon emissions: The role of renewable energy for sustainable development in BRICST countries," Renewable Energy, Elsevier, vol. 198(C), pages 1243-1253.
  69. Lian Xue & Mohammad Haseeb & Haider Mahmood & Tarek Tawfik Yousef Alkhateeb & Muntasir Murshed, 2021. "Renewable Energy Use and Ecological Footprints Mitigation: Evidence from Selected South Asian Economies," Sustainability, MDPI, vol. 13(4), pages 1-20, February.
  70. Alvarado, Rafael & Murshed, Muntasir & Cifuentes-Faura, Javier & Işık, Cem & Razib Hossain, Mohammad & Tillaguango, Brayan, 2023. "Nexuses between rent of natural resources, economic complexity, and technological innovation: The roles of GDP, human capital and civil liberties," Resources Policy, Elsevier, vol. 85(PA).
  71. Saqib, Najia & Ozturk, Ilhan & Sharif, Arshian & Cichoń, Dariusz, 2024. "Enhancing sustainable energy: Mineral exports, financial development, and foreign investment can build a greener future?," Resources Policy, Elsevier, vol. 97(C).
  72. Ramzan, Muhammad & Abbasi, Kashif Raza & Salman, Asma & Dagar, Vishal & Alvarado, Rafael & Kagzi, Muneza, 2023. "Towards the dream of go green: An empirical importance of green innovation and financial depth for environmental neutrality in world's top 10 greenest economies," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
  73. Li, Qingtao & Sharif, Arshian & Razzaq, Asif & Yu, Yangyu, 2022. "Do climate technology, financialization, and sustainable finance impede environmental challenges? Evidence from G10 economies," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
  74. Gabriel Temesgen Woldu, 2023. "The asymmetric effect of fiscal policy on private consumption and private investment over a business cycle: Evidence from Sub‐Saharan African countries," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(6), pages 1147-1162, August.
  75. Arshian Sharif & Usman Mehmood & Salman Tariq & Zia Ul Haq, 2024. "The role of financial inclusion and globalization toward a sustainable economy in ASEAN countries: evidence from advance panel estimations," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(4), pages 10243-10260, April.
  76. Zhang, Xuan & Hasan, Mohammad Maruf & Waris, Umra, 2024. "Assessing the nexus between natural resources and government effectiveness: Role of green innovation in shaping environmental sustainability of BRICS nations," Resources Policy, Elsevier, vol. 93(C).
  77. Arshian Sharif & Najia Saqib & Kangyin Dong & Syed Abdul Rehman Khan, 2022. "Nexus between green technology innovation, green financing, and CO2 emissions in the G7 countries: The moderating role of social globalisation," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1934-1946, December.
  78. Mirkina, Irina, 2018. "FDI and sanctions: An empirical analysis of short- and long-run effects," European Journal of Political Economy, Elsevier, vol. 54(C), pages 198-225.
  79. Herzer, Dierk & Schmelmer, Niklas, 2023. "How do South-South and North-South FDI affect energy intensity in developing countries?," MPRA Paper 118179, University Library of Munich, Germany.
  80. Chakraborty, Saptorshee Kanto & Mazzanti, Massimiliano, 2020. "Energy intensity and green energy innovation: Checking heterogeneous country effects in the OECD," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 328-343.
  81. Mohamed Chakroun & Naima Chrid & Sami Saafi, 2021. "Does export upgrading really matter to economic growth? Evidence from panel data for high‐, middle‐ and low‐income countries," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 5584-5609, October.
  82. Abrams M. E. Tagem, 2023. "The dynamic effects of aid and taxes on government spending," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(6), pages 1656-1687, December.
  83. Zhang, Shaohui & Luo, Shunjun & Afshan, Sahar, 2022. "Role of climate technologies, financial development, and renewable energy in the facilitation of social, economic, and environmental goals," Renewable Energy, Elsevier, vol. 199(C), pages 169-178.
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