Evidence of long memory behavior in U.S. renewable energy consumption
This study examines the degrees of time persistence in U.S. total renewable energy consumption using innovative fractional integration and autoregressive models with monthly data from 1981:1 to 2010:10. The results indicate that renewable energy consumption is better explained in terms of a long memory model that incorporates persistence components and seasonality. The degree of integration is above 0.5 but significantly below 1.0, suggesting nonstationarity with mean reverting behavior. The presence of long memory behavior (persistence) in renewable energy consumption suggests that random shocks may very well move renewable energy consumption from pre-determined target levels for a period of time.
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- Abadir, Karim M. & Distaso, Walter & Giraitis, Liudas, 2007. "Nonstationarity-extended local Whittle estimation," Journal of Econometrics, Elsevier, vol. 141(2), pages 1353-1384, December.
- Apergis, Nicholas & Payne, James E., 2010. "Structural breaks and petroleum consumption in US states: Are shocks transitory or permanent?," Energy Policy, Elsevier, vol. 38(10), pages 6375-6378, October.
- Apergis, Nicholas & Loomis, David & Payne, James E., 2010. "Are fluctuations in coal consumption transitory or permanent? Evidence from a panel of US states," Applied Energy, Elsevier, vol. 87(7), pages 2424-2426, July.
- Sowell, Fallaw, 1992. "Modeling long-run behavior with the fractional ARIMA model," Journal of Monetary Economics, Elsevier, vol. 29(2), pages 277-302, April.
- Diebold, Francis X. & Inoue, Atsushi, 2001.
"Long memory and regime switching,"
Journal of Econometrics,
Elsevier, vol. 105(1), pages 131-159, November.
- Paresh Kumar Narayan & Russell Smyth, 2005.
"Are Shocks To Energy Consumption Permanent Or Temporary? Evidence From 182 Countries,"
Monash Economics Working Papers
06/05, Monash University, Department of Economics.
- Kumar Narayan, Paresh & Smyth, Russell, 2007. "Are shocks to energy consumption permanent or temporary? Evidence from 182 countries," Energy Policy, Elsevier, vol. 35(1), pages 333-341, January.
- Lobato, Ignacio N. & Velasco, Carlos, 2005.
"Efficient wald tests for fractional unit roots,"
UC3M Working papers. Economics
we056935, Universidad Carlos III de Madrid. Departamento de Economía.
- Barros, Carlos Pestana & Gil-Alana, Luis A. & Payne, James E., 2011.
"An analysis of oil production by OPEC countries: Persistence, breaks, and outliers,"
Elsevier, vol. 39(1), pages 442-453, January.
- Carlos Pestana Barros & Luis A. Gil-Alana & James E. Payne, 2011. "An Analysis of Oil Production by OPEC Countries: Persistence, Breaks, and Outliers," Faculty Working Papers 01/11, School of Economics and Business Administration, University of Navarra.
- Demetrescu, Matei & Kuzin, Vladimir & Hassler, Uwe, 2008. "Long Memory Testing In The Time Domain," Econometric Theory, Cambridge University Press, vol. 24(01), pages 176-215, February.
- Lean, Hooi Hooi & Smyth, Russell, 2009. "Long memory in US disaggregated petroleum consumption: Evidence from univariate and multivariate LM tests for fractional integration," Energy Policy, Elsevier, vol. 37(8), pages 3205-3211, August.
- Ohanissian, Arek & Russell, Jeffrey R. & Tsay, Ruey S., 2008. "True or Spurious Long Memory? A New Test," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 161-175, April.
- Rao, B. Bhaskara & Rao, Gyaneshwar, 2007.
"Structural breaks and energy efficiency in Fiji,"
3258, University Library of Munich, Germany.
- Apergis, Nicholas & Loomis, David & Payne, James E., 2010. "Are shocks to natural gas consumption temporary or permanent? Evidence from a panel of U.S. states," Energy Policy, Elsevier, vol. 38(8), pages 4734-4736, August.
- Gil-Alana, Luis A. & Loomis, David & Payne, James E., 2010.
"Does energy consumption by the US electric power sector exhibit long memory behavior?,"
Elsevier, vol. 38(11), pages 7512-7518, November.
- Luis A. Gil-Alana & James Payne & David Loomis, 2010. "Does energy consumption by the US electric power secto exhibit long memory behaviour?," Faculty Working Papers 04/10, School of Economics and Business Administration, University of Navarra.
- Walter Kramer & Philipp Sibbertsen, 2002.
"Testing for Structural Changes in the Presence of Long Memory,"
International Journal of Business and Economics,
College of Business and College of Finance, Feng Chia University, Taichung, Taiwan, vol. 1(3), pages 235-242, December.
- Krämer, Walter & Sibbertsen, Philipp, 2000. "Testing for structural change in the presence of long memory," Technical Reports 2000,31, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen.
- Granger, Clive W. J. & Hyung, Namwon, 2004. "Occasional structural breaks and long memory with an application to the S&P 500 absolute stock returns," Journal of Empirical Finance, Elsevier, vol. 11(3), pages 399-421, June.
- Francis X. Diebold & Glenn D. Rudebusch, 1988.
"Long memory and persistence in aggregate output,"
Finance and Economics Discussion Series
7, Board of Governors of the Federal Reserve System (U.S.).
- Luis A. Gil-Alana, 2008.
"Fractional integration and structural breaks at unknown periods of time,"
Journal of Time Series Analysis,
Wiley Blackwell, vol. 29(1), pages 163-185, 01.
- Luis A. Gil-Alana, 2006. "Fractional integration and structural breaks at unknown periods of time," Faculty Working Papers 16/06, School of Economics and Business Administration, University of Navarra.
- Svetlana Maslyuk & Russell Smyth, 2007.
"Non-Linear Unit Root Properties of Crude Oil Production,"
Monash Economics Working Papers
39-07, Monash University, Department of Economics.
- Maslyuk, Svetlana & Smyth, Russell, 2009. "Non-linear unit root properties of crude oil production," Energy Economics, Elsevier, vol. 31(1), pages 109-118, January.
- Mishra, Vinod & Sharma, Susan & Smyth, Russell, 2009. "Are fluctuations in energy consumption per capita transitory? Evidence from a panel of Pacific Island countries," Energy Policy, Elsevier, vol. 37(6), pages 2318-2326, June.
- Peter M. Robinson & Carlos Velasco, 2000. "Whittle pseudo-maximum likelihood estimation for nonstationary time series," LSE Research Online Documents on Economics 2273, London School of Economics and Political Science, LSE Library.
- Chen, Pei-Fen & Lee, Chien-Chiang, 2007. "Is energy consumption per capita broken stationary? New evidence from regional-based panels," Energy Policy, Elsevier, vol. 35(6), pages 3526-3540, June.
- Narayan, Paresh Kumar & Narayan, Seema & Smyth, Russell, 2008. "Are oil shocks permanent or temporary? Panel data evidence from crude oil and NGL production in 60 countries," Energy Economics, Elsevier, vol. 30(3), pages 919-936, May.
- Sowell, Fallaw, 1992. "Maximum likelihood estimation of stationary univariate fractionally integrated time series models," Journal of Econometrics, Elsevier, vol. 53(1-3), pages 165-188.
- Kumar Narayan, Paresh & Narayan, Seema & Popp, Stephan, 2010. "Energy consumption at the state level: The unit root null hypothesis from Australia," Applied Energy, Elsevier, vol. 87(6), pages 1953-1962, June.
- Baillie, Richard T., 1996. "Long memory processes and fractional integration in econometrics," Journal of Econometrics, Elsevier, vol. 73(1), pages 5-59, July.
- Hsu, Yi-Chung & Lee, Chien-Chiang & Lee, Chi-Chuan, 2008. "Revisited: Are shocks to energy consumption permanent or temporary? New evidence from a panel SURADF approach," Energy Economics, Elsevier, vol. 30(5), pages 2314-2330, September.
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