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Large panel data models with cross-sectional dependence: a survey

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  1. Fikru Kefyalew Alemayehu & Sigbjørn Landazuri Tveteraas, 2020. "Long-run labour flexibility in hospitality: A dynamic common correlated effects approach," Tourism Economics, , vol. 26(4), pages 704-718, June.
  2. Badi H. Baltagi & Chihwa Kao & Fa Wang, 2017. "Asymptotic power of the sphericity test under weak and strong factors in a fixed effects panel data model," Econometric Reviews, Taylor & Francis Journals, vol. 36(6-9), pages 853-882, October.
  3. Joseph Olorunfemi Akande & Farai Kwenda, 2017. "Does Competition Cause Stability in Banks? SFA and GMM Application to Sub-Saharan Africa Commercial Banks," Journal of Economics and Behavioral Studies, AMH International, vol. 9(4), pages 173-186.
  4. Daniel Goya, 2014. "The Multiple Impacts of the Exchange Rate on Export Diversification," Cambridge Working Papers in Economics 1436, Faculty of Economics, University of Cambridge.
  5. Ostadzad, Ali Hossein, 2022. "Innovation and carbon emissions: Fixed-effects panel threshold model estimation for renewable energy," Renewable Energy, Elsevier, vol. 198(C), pages 602-617.
  6. Ehrhart Christophe & Matthieu Llorca, 2017. "Fiscal Sustainability in Central and Latin America Countries: Evidence from a Panel Cointegration Approach," Economics Bulletin, AccessEcon, vol. 37(4), pages 2292-2300.
  7. Dragomirescu-Gaina, Catalin & Elia, Leandro & Weber, Anke, 2015. "A fast-forward look at tertiary education attainment in Europe 2020," Journal of Policy Modeling, Elsevier, vol. 37(5), pages 804-819.
  8. Simon Reese & Joakim Westerlund, 2018. "Estimation of factor-augmented panel regressions with weakly influential factors," Econometric Reviews, Taylor & Francis Journals, vol. 37(5), pages 401-465, May.
  9. Okumus, İlyas & Guzel, Arif Eser & Destek, Mehmet Akif, 2021. "Renewable, Non-renewable Energy Consumption and Economic Growth Nexus in G7: Fresh Evidence from CS-ARDL," MPRA Paper 114136, University Library of Munich, Germany.
  10. Hacioglu Hoke, Sinem & Kapetanios, George, 2017. "Common correlated effect cross-sectional dependence corrections for non-linear conditional mean panel models," Bank of England working papers 683, Bank of England.
  11. Fei Liu & Jiti Gao & Yanrong Yang, 2019. "Nonparametric Estimation in Panel Data Models with Heterogeneity and Time Varyingness," Monash Econometrics and Business Statistics Working Papers 24/19, Monash University, Department of Econometrics and Business Statistics.
  12. Mr. Francesco Grigoli & Evelio Paredes & Gabriel Di Bella, 2016. "Inequality and Growth: A Heterogeneous Approach," IMF Working Papers 2016/244, International Monetary Fund.
  13. Chen, Liang & Guo, Yirong, 2023. "Revisiting resources extraction perspective in determining the tourism industry: Globalisation and human capital for next-11 economies," Resources Policy, Elsevier, vol. 85(PA).
  14. Mouna Ben Abdeljelil & Christophe Rault & Fateh Belaïd, 2023. "Economic growth and pollutant emissions: new panel evidence from the union for the Mediterranean countries," Economic Change and Restructuring, Springer, vol. 56(3), pages 1537-1566, June.
  15. Ruge-Leiva, Diego-Ivan, 2014. "International R&D Spillovers and Unobserved Common Shocks," MPRA Paper 56718, University Library of Munich, Germany.
  16. Odunayo Olarewaju & Thabiso Msomi, 2021. "Determinants of Insurance Penetration in West African Countries: A Panel Auto Regressive Distributed Lag Approach," JRFM, MDPI, vol. 14(8), pages 1-15, July.
  17. Ercan Yasar & Güray Akalin & Sinan Erdogan & Samuel Asumadu Sarkodie, 2022. "Trading Kuznets curve: empirical analysis for China," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(3), pages 741-768, August.
  18. Costantini, Mauro & Fragetta, Matteo & Melina, Giovanni, 2014. "Determinants of sovereign bond yield spreads in the EMU: An optimal currency area perspective," European Economic Review, Elsevier, vol. 70(C), pages 337-349.
  19. 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.
  20. Wen, Jun & Mughal, Nafeesa & Kashif, Maryam & Jain, Vipin & Ramos Meza, Carlos Samuel & Cong, Phan The, 2022. "Volatility in natural resources prices and economic performance: Evidence from BRICS economies," Resources Policy, Elsevier, vol. 75(C).
  21. Chen, Yang & Fang, Zheng, 2018. "Industrial electricity consumption, human capital investment and economic growth in Chinese cities," Economic Modelling, Elsevier, vol. 69(C), pages 205-219.
  22. Hugo Freeman & Martin Weidner, 2021. "Linear Panel Regressions with Two-Way Unobserved Heterogeneity," Papers 2109.11911, arXiv.org, revised Aug 2022.
  23. Arif Eser Guzel & Unal Arslan & Ali Acaravci, 2021. "The impact of economic, social, and political globalization and democracy on life expectancy in low-income countries: are sustainable development goals contradictory?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(9), pages 13508-13525, September.
  24. Hernandez-Vega, Marco, 2019. "Estimating Capital Flows To Emerging Market Economies With Heterogeneous Panels," Macroeconomic Dynamics, Cambridge University Press, vol. 23(5), pages 2068-2088, July.
  25. Sencer Atasoy, Burak, 2017. "Testing the environmental Kuznets curve hypothesis across the U.S.: Evidence from panel mean group estimators," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 731-747.
  26. Mishelle Doorasamy & Bruce Rhodes, 2017. "South African Sucrose Quality in Sugar: Determinants and its Empirical Implications," Journal of Economics and Behavioral Studies, AMH International, vol. 9(5), pages 106-121.
  27. Odunayo Magret Olarewaju & Mabutho Sibanda & Stephen Oseko Migiro, 2017. "Dynamics of Lintner’s Model in the Dividend Payment Process of Nigerian Banks," SPOUDAI Journal of Economics and Business, SPOUDAI Journal of Economics and Business, University of Piraeus, vol. 67(3), pages 79-94, july-Sept.
  28. Yaman, Firat & Offiaeli, Kingsley, 2022. "Is the price elasticity of demand asymmetric? Evidence from public transport demand," Journal of Economic Behavior & Organization, Elsevier, vol. 203(C), pages 318-335.
  29. Lanre Ibrahim, Ridwan & Bello Ajide, Kazeem & Usman, Muhammad & Kousar, Rakhshanda, 2022. "Heterogeneous effects of renewable energy and structural change on environmental pollution in Africa: Do natural resources and environmental technologies reduce pressure on the environment?," Renewable Energy, Elsevier, vol. 200(C), pages 244-256.
  30. 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.
  31. Wolter, James Lewis, 2016. "Kernel estimation of hazard functions when observations have dependent and common covariates," Journal of Econometrics, Elsevier, vol. 193(1), pages 1-16.
  32. Murshed, Muntasir & Tanha, Muntaha Masud, 2020. "Oil Price Shocks and Renewable Energy Transition: Empirical evidence from net oil-importing South Asian economies," MPRA Paper 100162, University Library of Munich, Germany.
  33. Daniel M. Bernhofen & Markus Eberhardt & Jianan Li & Stephen Morgan, 2015. "Assessing Market (Dis)Integration in Early Modern China and Europe," CESifo Working Paper Series 5580, CESifo.
  34. M. Ege Yazgan & Serda Selin Ozturk, 2019. "Real Exchange Rates and the Balance of Trade: Does the J-curve Effect Really Hold?," Open Economies Review, Springer, vol. 30(2), pages 343-373, April.
  35. Gozde Es POLAT & Onur POLAT, 2021. "Fiscal sustainability analysis in EU countries: a dynamic macro-panel approach," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 12, pages 219-241, June.
  36. Diego-Ivan Ruge-Leiva, 2015. "International R&D Spillovers and other Unobserved Common Spillovers and Shocks," Papers 1502.06805, arXiv.org.
  37. Goya, Daniel, 2020. "The exchange rate and export variety: A cross-country analysis with long panel estimators," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 649-665.
  38. Badi H. Baltagi & Georges Bresson & Jean‐Michel Etienne, 2015. "Hedonic Housing Prices in Paris: An Unbalanced Spatial Lag Pseudo‐Panel Model with Nested Random Effects," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(3), pages 509-528, April.
  39. 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.
  40. Hordofa, Tolassa Temesgen & Liying, Song & Mughal, Nafeesa & Arif, Asma & Minh Vu, Hieu & Kaur, Prabjot, 2022. "Natural resources rents and economic performance: Post-COVID-19 era for G7 countries," Resources Policy, Elsevier, vol. 75(C).
  41. Hugo Freeman & Martin Weidner, 2021. "Linear panel regressions with two-way unobserved heterogeneity," CeMMAP working papers CWP39/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  42. 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.
  43. Mert Akyuz & Ghislain Nono Gueye & Cagin Karul, 2022. "Long-run dynamics between trade liberalization and income inequality in the European Union: a second generation approach," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(3), pages 769-792, August.
  44. Malin Gardberg, 2016. "Determinants of International Consumption Risk Sharing in Emerging Markets and Developing Countries," EcoMod2016 9452, EcoMod.
  45. Wen Jun & Junaid Waheed & Hadi Hussain & Ihsan Jamil & Denisa Borbášová & Muhammad Khalid Anser, 2020. "Working women and per capita household consumption expenditures; an untouched reality," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 38(1), pages 35-69.
  46. Silva, Paulo Pereira da & Vieira, Carlos & Vieira, Isabel, 2015. "The determinants of CDS open interest dynamics," Journal of Financial Stability, Elsevier, vol. 21(C), pages 95-109.
  47. Linton, O. & Tang, H., 2020. "Estimation of the Kronecker Covariance Model by Quadratic Form," Cambridge Working Papers in Economics 2050, Faculty of Economics, University of Cambridge.
  48. J. B. Qian, 2016. "Estimation of Panel Model with Spatial Autoregressive Error and Common Factors," Computational Economics, Springer;Society for Computational Economics, vol. 47(3), pages 367-399, March.
  49. James Wolter, 2015. "Kernel Estimation Of Hazard Functions When Observations Have Dependent and Common Covariates," Economics Series Working Papers 761, University of Oxford, Department of Economics.
  50. Xie, Peijun & Jamaani, Fouad, 2022. "Does green innovation, energy productivity and environmental taxes limit carbon emissions in developed economies: Implications for sustainable development," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 66-78.
  51. Anu, & Singh, Amit Kumar & Raza, Syed Ali & Nakonieczny, Joanna & Shahzad, Umer, 2023. "Role of financial inclusion, green innovation, and energy efficiency for environmental performance? Evidence from developed and emerging economies in the lens of sustainable development," Structural Change and Economic Dynamics, Elsevier, vol. 64(C), pages 213-224.
  52. Shravani ‎ & Supran Kumar Sharma, 2020. "Financial Development and Economic Growth in Selected Asian Economies: A Dynamic Panel ARDL Test," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 14(2), June.
  53. Kizito Uyi Ehigiamusoe & Hooi Hooi Lean & Chien-Chiang Lee, 2019. "Moderating effect of inflation on the finance–growth nexus: insights from West African countries," Empirical Economics, Springer, vol. 57(2), pages 399-422, August.
  54. Asane-Otoo, Emmanuel, 2015. "Carbon footprint and emission determinants in Africa," Energy, Elsevier, vol. 82(C), pages 426-435.
  55. Courage Mlambo, 2021. "The Impact of Port Performance on Trade: The Case of Selected African States," Economies, MDPI, vol. 9(4), pages 1-18, September.
  56. Gueye, Ghislain Nono, 2021. "Pitfalls in the cointegration analysis of housing prices with the macroeconomy: Evidence from OECD countries," Journal of Housing Economics, Elsevier, vol. 51(C).
  57. Samuel Asumadu Sarkodie & Ahdi Noomen Ajmi & Festus Fatai Adedoyin & Phebe Asantewaa Owusu, 2021. "Econometrics of Anthropogenic Emissions, Green Energy-Based Innovations, and Energy Intensity across OECD Countries," Sustainability, MDPI, vol. 13(8), pages 1-18, April.
  58. Hela Borgi & Fatma Mabrouk & Jihen Bousrih & Mohamed Mehdi Mekni, 2023. "Environmental Change and Inclusive Finance: Does Governance Quality Matter for African Countries?," Sustainability, MDPI, vol. 15(4), pages 1-15, February.
  59. Liang, Huijun & Shi, Changkuan & Abid, Nabila & Yu, Yanliang, 2023. "Are digitalization and human development discarding the resource curse in emerging economies?," Resources Policy, Elsevier, vol. 85(PB).
  60. Raymondo Sandra Marcelline Tsimisaraka & Li Xiang & Andriandafiarisoa Ralison Ny Avotra Andrianarivo & Eric Zonia Josoa & Noheed Khan & Muhammad Shehzad Hanif & Aitzaz Khurshid & Ricardo Limongi, 2023. "Impact of Financial Inclusion, Globalization, Renewable Energy, ICT, and Economic Growth on CO 2 Emission in OBOR Countries," Sustainability, MDPI, vol. 15(8), pages 1-16, April.
  61. Yener Coskun & Burak Sencer Atasoy & Giacomo Morri & Esra Alp, 2018. "Wealth Effects on Household Final Consumption: Stock and Housing Market Channels," IJFS, MDPI, vol. 6(2), pages 1-32, June.
  62. Zhaoyuan Li & Jianfeng Yao, 2021. "Extension of the Lagrange multiplier test for error cross-section independence to large panels with non normal errors," Papers 2103.06075, arXiv.org.
  63. Akinwande Atanda & Andrea Kutinova Menclova & W. Robert Reed, 2018. "Is health care infected by Baumol's cost disease? Test of a new model," Health Economics, John Wiley & Sons, Ltd., vol. 27(5), pages 832-849, May.
  64. Mirzat Ullah & Hafiz M. Sohail & Hossam Haddad & Nidal Mahmoud Al-Ramahi & Mohammed Arshad Khan, 2022. "Global Structural Shocks and FDI Dynamic Impact on Productive Capacities: An Application of CS-ARDL Estimation," Sustainability, MDPI, vol. 15(1), pages 1-13, December.
  65. Liang, Weidong & Sim, Nicholas, 2019. "Did rainfall shocks cause civil conflict in Sub-Saharan Africa? The implications of data revisions," European Journal of Political Economy, Elsevier, vol. 60(C).
  66. Xia, Yu, 2023. "Role of stock market return and natural resources utilisation on green economic development: Empirical evidence from China," Resources Policy, Elsevier, vol. 81(C).
  67. Valizadeh, Pourya & Fischer, Bart L. & Bryant, Henry L., 2022. "Investigating the Differential Effects of the Economy on SNAP Participation: A Factor Model Approach," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322367, Agricultural and Applied Economics Association.
  68. Ebenezer Olamide & Andrew Maredza & Kanayo Ogujiuba, 2022. "Monetary Policy, External Shocks and Economic Growth Dynamics in East Africa: An S-VAR Model," Sustainability, MDPI, vol. 14(6), pages 1-19, March.
  69. Jonathan H. Wright, 2023. "Breaks in the Phillips Curve: Evidence from Panel Data," Finance and Economics Discussion Series 2023-015, Board of Governors of the Federal Reserve System (U.S.).
  70. Sinan Erdogan & Ali Acaravci, 2022. "On the Nexus Between Institutions and Economic Development: An Empirical Analysis for Sub-Saharan African Countries," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(4), pages 1857-1892, August.
  71. Munir, Qaiser & Lean, Hooi Hooi & Smyth, Russell, 2020. "CO2 emissions, energy consumption and economic growth in the ASEAN-5 countries: A cross-sectional dependence approach," Energy Economics, Elsevier, vol. 85(C).
  72. Ordoñez-Callamand, Daniel & Gomez-Gonzalez, Jose Eduardo & Melo-Velandia, Luis Fernando, 2017. "Sovereign default risk in OECD countries: Do global factors matter?," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 629-639.
  73. Esily, Rehab R. & Yuanying, Chi & Ibrahiem, Dalia M. & Houssam, Nourhane & Makled, Randa A. & Chen, Yahui, 2023. "Environmental benefits of energy poverty alleviation, renewable resources, and urbanization in North Africa," Utilities Policy, Elsevier, vol. 82(C).
  74. Akinwande A. Atanda & Andrea K. Menclova & W. Robert Reed, 2016. "Is Health Care Infected by Baumol’s Cost Disease? Test of a New Model Using an OECD Dataset," Working Papers in Economics 16/04, University of Canterbury, Department of Economics and Finance.
  75. Westerlund, Joakim & Norkute, Milda, 2014. "A Factor Analytical Method to Interactive Effects Dynamic Panel Models with or without Unit Root," Working Papers 2014:12, Lund University, Department of Economics.
  76. Floriana Cerniglia - Enzo Dia - Andrew Hughes Hallett, 2018. "Fiscal sustainability vs. fiscal stability: tax and debt under entitlement spending," CRANEC - Working Papers del Centro di Ricerche in Analisi economica e sviluppo economico internazionale crn1801, Università Cattolica del Sacro Cuore, Centro di Ricerche in Analisi economica e sviluppo economico internazionale (CRANEC).
  77. Rodolphe Desbordes & Markus Eberhardt, 2022. "Climate change and economic prosperity: Evidence from a flexible damage function," Discussion Papers 2022-06, University of Nottingham, GEP.
  78. Josue Mbonigaba & Akinola Gbenga Wilfred, 2019. "Productivity effects of human capital: an empirical investigation of health and higher education in South Africa," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 37(1), pages 277-301.
  79. Sebastian Linde, 2023. "Hospital cost efficiency: an examination of US acute care inpatient hospitals," International Journal of Health Economics and Management, Springer, vol. 23(3), pages 325-344, September.
  80. Schanne, Norbert, 2015. "A Global Vector Autoregression (GVAR) model for regional labour markets and its forecasting performance with leading indicators in Germany," IAB-Discussion Paper 201513, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  81. Floriana Cerniglia & Enzo Dia & Andrew Hughes Hallett, 2019. "Tax vs. Debt Management Under Entitlement Spending: a Multicountry Study," Open Economies Review, Springer, vol. 30(3), pages 425-443, July.
  82. Terver Theophilus Kumeka & Isiaka Akande Raifu & Oluwatosin Adeniyi, 2024. "Globalisation and Inclusive Growth in Africa: The Role of Institutional Quality," Foreign Trade Review, , vol. 59(1), pages 62-97, February.
  83. Ruge Leiva, Diego Ivan, 2015. "International R&D Spillovers and other Unobserved Common Spillovers and Shocks," MPRA Paper 63500, University Library of Munich, Germany.
  84. Balcilar, Mehmet & Gupta, Rangan & Lee, Chien-Chiang & Olasehinde-Williams, Godwin, 2020. "Insurance and economic policy uncertainty," Research in International Business and Finance, Elsevier, vol. 54(C).
  85. João A. S. ANDRADE & Adelaide P. S. DUARTE & Marta C. N. SIMÕES, 2018. "Education and health: welfare state composition and growth across country groups," Eastern Journal of European Studies, Centre for European Studies, Alexandru Ioan Cuza University, vol. 9, pages 111-144, December.
  86. Felix Fofana N¡¯Zue, 2020. "Is External Debt Hampering Growth in the ECOWAS Region?," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 12(4), pages 1-54, April.
  87. Chambers, Dustin & Dhongde, Shatakshee, 2016. "Convergence in income distributions: Evidence from a panel of countries," Economic Modelling, Elsevier, vol. 59(C), pages 262-270.
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