Effects of primary energy consumption on CO2 emissions under optimal thresholds: Evidence from sixty countries over the last half century
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DOI: 10.1016/j.eneco.2019.02.010
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- Bhattacharya, Mita & Rafiq, Shuddhasattwa & Bhattacharya, Sankar, 2015. "The role of technology on the dynamics of coal consumption–economic growth: New evidence from China," Applied Energy, Elsevier, vol. 154(C), pages 686-695.
- Chiu, Chien-Liang & Chang, Ting-Huan, 2009. "What proportion of renewable energy supplies is needed to initially mitigate CO2 emissions in OECD member countries?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1669-1674, August.
- Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015.
"The Next Generation of the Penn World Table,"
American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
- Robert C. Feenstra & Robert Inklaar & Marcel Timmer, 2013. "The Next Generation of the Penn World Table," NBER Working Papers 19255, National Bureau of Economic Research, Inc.
- Shahbaz, Muhammad & Arouri, Mohamed & Teulon, Frédéric, 2014. "Short- and long-run relationships between natural gas consumption and economic growth: Evidence from Pakistan," Economic Modelling, Elsevier, vol. 41(C), pages 219-226.
- M. Hashem Pesaran, 2007.
"A simple panel unit root test in the presence of cross-section dependence,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
- Pesaran, M.H., 2003. "A Simple Panel Unit Root Test in the Presence of Cross Section Dependence," Cambridge Working Papers in Economics 0346, Faculty of Economics, University of Cambridge.
- Mohitosh Kejriwal & Pierre Perron, 2010.
"A sequential procedure to determine the number of breaks in trend with an integrated or stationary noise component,"
Journal of Time Series Analysis, Wiley Blackwell, vol. 31(5), pages 305-328, September.
- Mohitosh Kejriwal & Pierre Perron, 2009. "A Sequential Procedure to Determine the Number of Breaks in Trend with an Integrated or Stationary Noise Component," Boston University - Department of Economics - Working Papers Series wp2009-005, Boston University - Department of Economics.
- Mohitosh Kejriwal & Pierre Perron, 2009. "A Sequential Procedure to Determine the Number of Breaks in Trend with an Integrated or Stationary Noise Component," Purdue University Economics Working Papers 1217, Purdue University, Department of Economics.
- Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013.
"Panel unit root tests in the presence of a multifactor error structure,"
Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
- Pesaran, M. Hashem & Smith, L. Vanessa & Yamagata, Takashi, 2007. "Panel Unit Root Tests in the Presence of a Multifactor Error Structure," IZA Discussion Papers 3254, Institute of Labor Economics (IZA).
- M. Hashem Pesaran & L. Vanessa Smith & Takashi Yamagata, 2008. "Panel Unit Root Tests in the Presence of a Multifactor Error Structure," CESifo Working Paper Series 2193, CESifo.
- Pesaran, M.H. & Smit, L.V. & Yamagata, T., 2007. "Panel Unit Root Tests in the Presence of a Multifactor Error Structure," Cambridge Working Papers in Economics 0775, Faculty of Economics, University of Cambridge.
- M. Hashem Pesaran & L. Vanessa Smith & Takashi Yamagata, 2008. "Panel Unit Root Tests in the Presence of a Multifactor Error Structure," Discussion Papers 08/03, Department of Economics, University of York.
- Presno, María José & Landajo, Manuel & Fernández González, Paula, 2018. "Stochastic convergence in per capita CO2 emissions. An approach from nonlinear stationarity analysis," Energy Economics, Elsevier, vol. 70(C), pages 563-581.
- M. Hashem Pesaran, 2021.
"General diagnostic tests for cross-sectional dependence in panels,"
Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
- Pesaran, M.H., 2004. "‘General Diagnostic Tests for Cross Section Dependence in Panels’," Cambridge Working Papers in Economics 0435, Faculty of Economics, University of Cambridge.
- Pesaran, M. Hashem, 2004. "General Diagnostic Tests for Cross Section Dependence in Panels," IZA Discussion Papers 1240, Institute of Labor Economics (IZA).
- M. Hashem Pesaran, 2004. "General Diagnostic Tests for Cross Section Dependence in Panels," CESifo Working Paper Series 1229, CESifo.
- Nilgun Yavuz & Veli Yilanci, 2013. "Convergence in Per Capita Carbon Dioxide Emissions Among G7 Countries: A TAR Panel Unit Root Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(2), pages 283-291, February.
- Aydin, Celil & Esen, Ömer, 2018. "Does the level of energy intensity matter in the effect of energy consumption on the growth of transition economies? Evidence from dynamic panel threshold analysis," Energy Economics, Elsevier, vol. 69(C), pages 185-195.
- Perron, Pierre & Yabu, Tomoyoshi, 2009.
"Testing for Shifts in Trend With an Integrated or Stationary Noise Component,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 27(3), pages 369-396.
- Pierre Perron & Tomoyoshi Yabu, 2005. "Testing for Shifts in Trend with an Integrated or Stationary Noise Component," Boston University - Department of Economics - Working Papers Series WP2005-026, Boston University - Department of Economics.
- Pierre Perron & Tomoyoshi Yabu, 2007. "Testing for Shifts in Trend with an Integrated or Stationary Noise Component," Boston University - Department of Economics - Working Papers Series WP2007-025, Boston University - Department of Economics.
- Gustavsson, Leif & Börjesson, Pål & Johansson, Bengt & Svenningsson, Per, 1995. "Reducing CO2 emissions by substituting biomass for fossil fuels," Energy, Elsevier, vol. 20(11), pages 1097-1113.
- Huang, Bwo-Nung & Hwang, M.J. & Yang, C.W., 2008. "Does more energy consumption bolster economic growth An application of the nonlinear threshold regression model," Energy Policy, Elsevier, vol. 36(2), pages 755-767, February.
- Hao, Yu & Liu, Yiming & Weng, Jia-Hsi & Gao, Yixuan, 2016. "Does the Environmental Kuznets Curve for coal consumption in China exist? New evidence from spatial econometric analysis," Energy, Elsevier, vol. 114(C), pages 1214-1223.
- Tol, Richard S.J. & Pacala, Stephen W. & Socolow, Robert H., 2009.
"Understanding Long-Term Energy Use and Carbon Dioxide Emissions in the USA,"
Journal of Policy Modeling, Elsevier, vol. 31(3), pages 425-445, May.
- Richard S.J. Tol & Stephen W. Pacala & Robert H. Socolow, 2006. "Understanding Long-Term Energy Use And Carbon Dioxide Emissions In The Usa," Working Papers FNU-100, Research unit Sustainability and Global Change, Hamburg University, revised Mar 2006.
- Socolow, Robert & Pacala, Stephen W. & Tol, Richard S.J., 2006. "Understanding Long-Term Energy Use and Carbon Dioxide Emissions in the USA," Climate Change Modelling and Policy Working Papers 12043, Fondazione Eni Enrico Mattei (FEEM).
- Richard S.J. Tol & Stephen W. Pacala & Robert Socolow, 2006. "Understanding Long-Term Energy Use and Carbon Dioxide Emissions in the Usa," Working Papers 2006.107, Fondazione Eni Enrico Mattei.
- Lee, Chien-Chiang & Chang, Chun-Ping, 2007. "The impact of energy consumption on economic growth: Evidence from linear and nonlinear models in Taiwan," Energy, Elsevier, vol. 32(12), pages 2282-2294.
- repec:ipg:wpaper:2014-289 is not listed on IDEAS
- Salim, Ruhul A. & Shafiei, Sahar, 2014. "Urbanization and renewable and non-renewable energy consumption in OECD countries: An empirical analysis," Economic Modelling, Elsevier, vol. 38(C), pages 581-591.
- Henriques, Sofia Teives & Borowiecki, Karol J., 2017. "The drivers of long-run CO2 emissions in Europe, North America and Japan since 1800," Energy Policy, Elsevier, vol. 101(C), pages 537-549.
- Valadkhani, Abbas & Nguyen, Jeremy & Smyth, Russell, 2018. "Consumer electricity and gas prices across Australian capital cities: Structural breaks, effects of policy reforms and interstate differences," Energy Economics, Elsevier, vol. 72(C), pages 365-375.
- Paramati, Sudharshan Reddy & Mo, Di & Gupta, Rakesh, 2017. "The effects of stock market growth and renewable energy use on CO2 emissions: Evidence from G20 countries," Energy Economics, Elsevier, vol. 66(C), pages 360-371.
- Tajudeen, Ibrahim A. & Wossink, Ada & Banerjee, Prasenjit, 2018. "How significant is energy efficiency to mitigate CO2 emissions? Evidence from OECD countries," Energy Economics, Elsevier, vol. 72(C), pages 200-221.
- Özbuğday, Fatih Cemil & Erbas, Bahar Celikkol, 2015. "How effective are energy efficiency and renewable energy in curbing CO2 emissions in the long run? A heterogeneous panel data analysis," Energy, Elsevier, vol. 82(C), pages 734-745.
- Lindmark, Magnus, 2002. "An EKC-pattern in historical perspective: carbon dioxide emissions, technology, fuel prices and growth in Sweden 1870-1997," Ecological Economics, Elsevier, vol. 42(1-2), pages 333-347, August.
- Ozturk, Ilhan & Al-Mulali, Usama, 2015. "Natural gas consumption and economic growth nexus: Panel data analysis for GCC countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 998-1003.
- Jushan Bai & Pierre Perron, 2003.
"Computation and analysis of multiple structural change models,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
- BAI, Jushan & PERRON, Pierre, 1998. "Computation and Analysis of Multiple Structural-Change Models," Cahiers de recherche 9807, Universite de Montreal, Departement de sciences economiques.
- Tom Doan, "undated". "MULTIPLEBREAKS: RATS procedure to perform multiple structural change analysis," Statistical Software Components RTS00138, Boston College Department of Economics.
- Tom Doan, "undated". "RATS programs to replicate examples of Bai-Perron procedure," Statistical Software Components RTZ00008, Boston College Department of Economics.
- Tom Doan, "undated". "BAIPERRON: RATS procedure to perform Bai-Perron Test for Multiple Structural Changes," Statistical Software Components RTS00013, Boston College Department of Economics.
- Shafiei, Sahar & Salim, Ruhul A., 2014. "Non-renewable and renewable energy consumption and CO2 emissions in OECD countries: A comparative analysis," Energy Policy, Elsevier, vol. 66(C), pages 547-556.
- Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002.
"Unit root tests in panel data: asymptotic and finite-sample properties,"
Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
- Tom Doan, "undated". "LEVINLIN: RATS procedure to perform Levin-Lin-Chu test for unit roots in panel data," Statistical Software Components RTS00242, Boston College Department of Economics.
- Apergis, Nicholas & Payne, James E. & Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth," Ecological Economics, Elsevier, vol. 69(11), pages 2255-2260, September.
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More about this item
Keywords
CO2 emissions; Fossil fuel consumption; Oil; Gas; Coal; Renewables; Threshold regression;All these keywords.
JEL classification:
- Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
- Q43 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy and the Macroeconomy
- Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
- Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
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