The asymmetric Granger-causality analysis between energy consumption and income in the United States
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DOI: 10.1016/j.rser.2014.04.066
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- Yildirim, Ertuğrul & Saraç, Şenay & Aslan, Alper, 2012. "Energy consumption and economic growth in the USA: Evidence from renewable energy," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(9), pages 6770-6774.
- A. Hatemi-J, 2003. "A new method to choose optimal lag order in stable and unstable VAR models," Applied Economics Letters, Taylor & Francis Journals, vol. 10(3), pages 135-137.
- Helmut Lütkepohl, 2005. "New Introduction to Multiple Time Series Analysis," Springer Books, Springer, number 978-3-540-27752-1, December.
- Payne, James E., 2009. "On the dynamics of energy consumption and output in the US," Applied Energy, Elsevier, vol. 86(4), pages 575-577, April.
- Hatemi-J, Abdulnasser & Uddin, Gazi Salah, 2012. "Is the causal nexus of energy utilization and economic growth asymmetric in the US?," Economic Systems, Elsevier, vol. 36(3), pages 461-469.
- Shahbaz, Muhammad & Tang, Chor Foon & Shahbaz Shabbir, Muhammad, 2011. "Electricity consumption and economic growth nexus in Portugal using cointegration and causality approaches," Energy Policy, Elsevier, vol. 39(6), pages 3529-3536, June.
- Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
- Krewitt, Wolfram & Simon, Sonja & Graus, Wina & Teske, Sven & Zervos, Arthouros & Schafer, Oliver, 2007. "The 2 [degree sign]C scenario--A sustainable world energy perspective," Energy Policy, Elsevier, vol. 35(10), pages 4969-4980, October.
- Aviral Kumar TIWARI, 2011. "Energy Consumption, Co2 Emission and Economic Growth: A Revisit of the Evidence from India," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 11(2).
- Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
- Abdulnasser Hatemi-J, 2012. "Asymmetric causality tests with an application," Empirical Economics, Springer, vol. 43(1), pages 447-456, August.
- Yildirim, Ertugrul & Aslan, Alper & Ozturk, Ilhan, 2012. "Coal consumption and industrial production nexus in USA: Cointegration with two unknown structural breaks and causality approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 6123-6127.
- Kum, Hakan & Ocal, Oguz & Aslan, Alper, 2012. "The relationship among natural gas energy consumption, capital and economic growth: Bootstrap-corrected causality tests from G-7 countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2361-2365.
- Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
- Susana Silva & Isabel Soares & Carlos Pinho, 2012. "The Impact of Renewable Energy Sources on Economic Growth and CO2 Emissions - a SVAR approach," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 133-144.
- Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022.
"The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction,"
Resources Policy, Elsevier, vol. 79(C).
- B. T. Ewing & M. J. Piette & J. E. Payne, 2004. "Correction," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 71(3), pages 557-557, September.
- Apergis, Nicholas & Payne, James E., 2009. "Energy consumption and economic growth in Central America: Evidence from a panel cointegration and error correction model," Energy Economics, Elsevier, vol. 31(2), pages 211-216.
- Apergis, Nicholas & Payne, James E., 2012. "Renewable and non-renewable energy consumption-growth nexus: Evidence from a panel error correction model," Energy Economics, Elsevier, vol. 34(3), pages 733-738.
- Apergis, Nicholas & Payne, James E., 2010. "Energy consumption and growth in South America: Evidence from a panel error correction model," Energy Economics, Elsevier, vol. 32(6), pages 1421-1426, November.
- Nicholas Apergis & James E. Payne, 2012. "Tourism and Growth in the Caribbean – Evidence from a Panel Error Correction Model," Tourism Economics, , vol. 18(2), pages 449-456, April.
- Nicholas Apergis & Rajeev Goel & James Payne, 2014. "Dynamics of U.S. State Cigarette Consumption: Evidence from Panel Error Correction Modeling," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 42(1), pages 3-20, March.
- Nicholas Apergis & Oguzhan Dincer & James E. Payne, 2014. "Economic Freedom And Income Inequality Revisited: Evidence From A Panel Error Correction Model," Contemporary Economic Policy, Western Economic Association International, vol. 32(1), pages 67-75, January.
- Apergis, Nicholas & Payne, James E., 2014. "Renewable energy, output, CO2 emissions, and fossil fuel prices in Central America: Evidence from a nonlinear panel smooth transition vector error correction model," Energy Economics, Elsevier, vol. 42(C), pages 226-232.
- James Payne, 2003. "Post stabilization estimates of money demand in Croatia: error correction model using the bounds testing approach," Applied Economics, Taylor & Francis Journals, vol. 35(16), pages 1723-1727.
- Nicholas Apergis & Oguzhan Dincer & James Payne, 2010. "The relationship between corruption and income inequality in U.S. states: evidence from a panel cointegration and error correction model," Public Choice, Springer, vol. 145(1), pages 125-135, October.
- R. Scott Hacker & Abdulnasser Hatemi-J, 2005. "A test for multivariate ARCH effects," Applied Economics Letters, Taylor & Francis Journals, vol. 12(7), pages 411-417.
- Aslan, Alper, 2011. "Does natural gas consumption follow a nonlinear path over time? Evidence from 50 US States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4466-4469.
- Jurgen A. Doornik & Henrik Hansen, 2008.
"An Omnibus Test for Univariate and Multivariate Normality,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(s1), pages 927-939, December.
- Jurgen A Doornik & Henrik Hansen, "undated". "An omnibus test for univariate and multivariate normalit," Economics Papers W4&91., Economics Group, Nuffield College, University of Oxford.
- Aviral Kumar Tiwari, 2011. "A structural VAR analysis of renewable energy consumption, real GDP and CO2 emissions: Evidence from India," Economics Bulletin, AccessEcon, vol. 31(2), pages 1793-1806.
- Yildirim, Ertugrul & Aslan, Alper, 2012. "Energy consumption and economic growth nexus for 17 highly developed OECD countries: Further evidence based on bootstrap-corrected causality tests," Energy Policy, Elsevier, vol. 51(C), pages 985-993.
- Payne, James E., 2010. "A survey of the electricity consumption-growth literature," Applied Energy, Elsevier, vol. 87(3), pages 723-731, March.
- Pao, Hsiao-Tien & Tsai, Chung-Ming, 2010. "CO2 emissions, energy consumption and economic growth in BRIC countries," Energy Policy, Elsevier, vol. 38(12), pages 7850-7860, December.
- James E. Payne, 2010. "Survey of the international evidence on the causal relationship between energy consumption and growth," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 37(1), pages 53-95, January.
- Pao, Hsiao-Tien & Fu, Hsin-Chia, 2013. "The causal relationship between energy resources and economic growth in Brazil," Energy Policy, Elsevier, vol. 61(C), pages 793-801.
- Tiwari Aviral, 2011. "Primary Energy Consumption, CO2 Emissions and Economic Growth: Evidence from India," South East European Journal of Economics and Business, Sciendo, vol. 6(2), pages 99-117, November.
- Ocal, Oguz & Aslan, Alper, 2013. "Renewable energy consumption–economic growth nexus in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 494-499.
- Tugcu, Can Tansel & Ozturk, Ilhan & Aslan, Alper, 2012. "Renewable and non-renewable energy consumption and economic growth relationship revisited: Evidence from G7 countries," Energy Economics, Elsevier, vol. 34(6), pages 1942-1950.
- repec:ers:journl:v:xv:y:2012:i:sie:p:133-144 is not listed on IDEAS
- Bowden, Nicholas & Payne, James E., 2009. "The causal relationship between U.S. energy consumption and real output: A disaggregated analysis," Journal of Policy Modeling, Elsevier, vol. 31(2), pages 180-188.
- Soytas, Ugur & Sari, Ramazan & Ewing, Bradley T., 2007. "Energy consumption, income, and carbon emissions in the United States," Ecological Economics, Elsevier, vol. 62(3-4), pages 482-489, May.
- Toshihiko Masui, Tatsuya Hanaoka, Saeko Hikita, and Mikiko Kainuma, 2006. "Assessment of CO2 Reductions and Economic Impacts Considering Energy-Saving Investments," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 175-190.
- Chien, Taichen & Hu, Jin-Li, 2007. "Renewable energy and macroeconomic efficiency of OECD and non-OECD economies," Energy Policy, Elsevier, vol. 35(7), pages 3606-3615, July.
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- Shahbaz, Muhammad & Hussain Shahzad, Syed Jawad & Jammazi, Rania, 2016. "Nexus between U.S Energy Sources and Economic Activity: Time-Frequency and Bootstrap Rolling Window Causality Analysis," MPRA Paper 68724, University Library of Munich, Germany, revised 08 Jan 2016.
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Keywords
Asymmetric Granger-causality; Energy Consumption; Income; United States;All these keywords.
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