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Nexus between U.S Energy Sources and Economic Activity: Time-Frequency and Bootstrap Rolling Window Causality Analysis

Author

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  • Shahbaz, Muhammad
  • Hussain Shahzad, Syed Jawad
  • Jammazi, Rania

Abstract

This paper explores the relationship between U.S economic activity and renewable energy sources namely hydroelectric power, geothermal energy, wood energy, waste energy, biofuel, biomass energy, and total renewable energy. Monthly data for the period January 1981 to March 2015 is used to depict the comovements between the variables through Wavelet Squared Coherence (WTC) and Multiple Wavelet Coherence (MWCC) approaches. Maximal overlap wavelet correlation and cross-correlation measures, analogous to WTC and MWCC, show strong positive comovement in long-run. The causal linkage between economic activity and renewable energy sources is examined through bootstrap rolling window causality. The analysis reveals the significant reciprocal effects between the economic activity and energy use during the periods of extreme events. Overall, findings indicate that renewable energy sources play an important role in stimulating economic activity. This shows that present study has important implications for US energy policy authorities.

Suggested Citation

  • 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.
  • Handle: RePEc:pra:mprapa:68724
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    References listed on IDEAS

    as
    1. 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.
    2. Tiwari, Aviral Kumar, 2014. "The asymmetric Granger-causality analysis between energy consumption and income in the United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 36(C), pages 362-369.
    3. Mantalos Panagiotis, 2000. "A Graphical Investigation of the Size and Power of the Granger-Causality Tests in Integrated-Cointegrated VAR Systems," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 4(1), pages 1-18, April.
    4. 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.
    5. 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.
    6. Shahbaz, Muhammad & Loganathan, Nanthakumar & Zeshan, Mohammad & Zaman, Khalid, 2015. "Does renewable energy consumption add in economic growth? An application of auto-regressive distributed lag model in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 44(C), pages 576-585.
    7. Marques, António Cardoso & Fuinhas, José Alberto, 2012. "Is renewable energy effective in promoting growth?," Energy Policy, Elsevier, vol. 46(C), pages 434-442.
    8. Salim, Ruhul A. & Hassan, Kamrul & Shafiei, Sahar, 2014. "Renewable and non-renewable energy consumption and economic activities: Further evidence from OECD countries," Energy Economics, Elsevier, vol. 44(C), pages 350-360.
    9. Huang, Shupei & An, Haizhong & Gao, Xiangyun & Huang, Xuan, 2016. "Time–frequency featured co-movement between the stock and prices of crude oil and gold," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 444(C), pages 985-995.
    10. Ozturk, Ilhan, 2010. "A literature survey on energy-growth nexus," Energy Policy, Elsevier, vol. 38(1), pages 340-349, January.
    11. Gallegati, Marco, 2008. "Wavelet analysis of stock returns and aggregate economic activity," Computational Statistics & Data Analysis, Elsevier, vol. 52(6), pages 3061-3074, February.
    12. Stern, David I., 1993. "Energy and economic growth in the USA : A multivariate approach," Energy Economics, Elsevier, vol. 15(2), pages 137-150, April.
    13. Chor Foon Tang, 2013. "A revisitation of the export-led growth hypothesis in Malaysia using the leveraged bootstrap simulation and rolling causality techniques," Journal of Applied Statistics, Taylor & Francis Journals, vol. 40(11), pages 2332-2340, November.
    14. Stern, David I., 2000. "A multivariate cointegration analysis of the role of energy in the US macroeconomy," Energy Economics, Elsevier, vol. 22(2), pages 267-283, April.
    15. Zapata, Hector O & Rambaldi, Alicia N, 1997. "Monte Carlo Evidence on Cointegration and Causation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(2), pages 285-298, May.
    16. Magnani, Natalia & Vaona, Andrea, 2013. "Regional spillover effects of renewable energy generation in Italy," Energy Policy, Elsevier, vol. 56(C), pages 663-671.
    17. Jin, Jang C. & Choi, Jai-Young & Yu, Eden S.H., 2009. "Energy prices, energy conservation, and economic growth: Evidence from the postwar United States," International Review of Economics & Finance, Elsevier, vol. 18(4), pages 691-699, October.
    18. Gross, Christian, 2012. "Explaining the (non-) causality between energy and economic growth in the U.S.—A multivariate sectoral analysis," Energy Economics, Elsevier, vol. 34(2), pages 489-499.
    19. Inglesi-Lotz, Roula, 2016. "The impact of renewable energy consumption to economic growth: A panel data application," Energy Economics, Elsevier, vol. 53(C), pages 58-63.
    20. Aguiar-Conraria, Luís & Azevedo, Nuno & Soares, Maria Joana, 2008. "Using wavelets to decompose the time–frequency effects of monetary policy," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(12), pages 2863-2878.
    21. Ziramba, Emmanuel, 2009. "Disaggregate energy consumption and industrial production in South Africa," Energy Policy, Elsevier, vol. 37(6), pages 2214-2220, June.
    22. Menegaki, Angeliki N., 2011. "Growth and renewable energy in Europe: A random effect model with evidence for neutrality hypothesis," Energy Economics, Elsevier, vol. 33(2), pages 257-263, March.
    23. Ohler, Adrienne & Fetters, Ian, 2014. "The causal relationship between renewable electricity generation and GDP growth: A study of energy sources," Energy Economics, Elsevier, vol. 43(C), pages 125-139.
    24. Al-mulali, Usama & Fereidouni, Hassan Gholipour & Lee, Janice Ym & Sab, Che Normee Binti Che, 2013. "Examining the bi-directional long run relationship between renewable energy consumption and GDP growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 22(C), pages 209-222.
    25. Sadorsky, Perry, 2009. "Renewable energy consumption and income in emerging economies," Energy Policy, Elsevier, vol. 37(10), pages 4021-4028, October.
    26. Tang, Chor Foon & Lai, Yew Wah & Ozturk, Ilhan, 2015. "How stable is the export-led growth hypothesis? Evidence from Asia's Four Little Dragons," Economic Modelling, Elsevier, vol. 44(C), pages 229-235.
    27. Marques, António Cardoso & Fuinhas, José Alberto & Menegaki, Angeliki N., 2014. "Interactions between electricity generation sources and economic activity in Greece: A VECM approach," Applied Energy, Elsevier, vol. 132(C), pages 34-46.
    28. Halkos, George & Tzeremes, Nickolaos, 2013. "Renewable energy consumption and economic efficiency: Evidence from European countries," MPRA Paper 44136, University Library of Munich, Germany.
    29. Ewing, Bradley T. & Sari, Ramazan & Soytas, Ugur, 2007. "Disaggregate energy consumption and industrial output in the United States," Energy Policy, Elsevier, vol. 35(2), pages 1274-1281, February.
    30. 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.
    31. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    32. Lin, Boqiang & Moubarak, Mohamed, 2014. "Renewable energy consumption – Economic growth nexus for China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 111-117.
    33. 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.
    34. Apergis, Nicholas & Payne, James E., 2011. "The renewable energy consumption-growth nexus in Central America," Applied Energy, Elsevier, vol. 88(1), pages 343-347, January.
    35. 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.
    36. Sari, Ramazan & Ewing, Bradley T. & Soytas, Ugur, 2008. "The relationship between disaggregate energy consumption and industrial production in the United States: An ARDL approach," Energy Economics, Elsevier, vol. 30(5), pages 2302-2313, September.
    37. Bilgili, Faik, 2015. "Business cycle co-movements between renewables consumption and industrial production: A continuous wavelet coherence approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 325-332.
    38. Aviral Kumar Tiwari & Nicholas Apergis & Olaolu Richard Olayeni, 2015. "Renewable and nonrenewable energy production and economic growth in sub-Saharan Africa: a hidden cointegration analysis," Applied Economics, Taylor & Francis Journals, vol. 47(9), pages 861-882, February.
    39. Chang, Tsangyao & Gupta, Rangan & Inglesi-Lotz, Roula & Simo-Kengne, Beatrice & Smithers, Devon & Trembling, Amy, 2015. "Renewable energy and growth: Evidence from heterogeneous panel of G7 countries using Granger causality," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 1405-1412.
    40. Balcilar, Mehmet & Ozdemir, Zeynel Abidin & Arslanturk, Yalcin, 2010. "Economic growth and energy consumption causal nexus viewed through a bootstrap rolling window," Energy Economics, Elsevier, vol. 32(6), pages 1398-1410, November.
    41. Bhattacharya, Mita & Paramati, Sudharshan Reddy & Ozturk, Ilhan & Bhattacharya, Sankar, 2016. "The effect of renewable energy consumption on economic growth: Evidence from top 38 countries," Applied Energy, Elsevier, vol. 162(C), pages 733-741.
    42. 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.
    43. Kandemir Kocaaslan, Ozge, 2013. "The causal link between energy and output growth: Evidence from Markov switching Granger causality," Energy Policy, Elsevier, vol. 63(C), pages 1196-1206.
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    More about this item

    Keywords

    Bootstrap rolling causality; economic activity; renewable energy sources; time-frequency analysis;
    All these keywords.

    JEL classification:

    • C0 - Mathematical and Quantitative Methods - - General
    • C00 - Mathematical and Quantitative Methods - - General - - - General

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