Managi, Shunsuke and Managi, Shunsuke and Okimoto, Tatsuyoshi (2013): Does the price of oil interact with clean energy prices in the stock market? Published in:
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Abstract
In this paper, we analyze the relationships among oil prices, clean energy stock prices, and technology stock prices, endogenously controlling for structural changes in the market. To this end, we apply Markov-switching vector autoregressive models to the economic system consisting of oil prices, clean energy and technology stock prices, and interest rates. The results indicate that there was a structural change in late 2007, a period in which there was a significant increase in the price of oil. In contrast to the previous studies, we find a positive relationship between oil prices and clean energy prices after structural breaks. There also appears to be a similarity in terms of the market response to both clean energy stock prices and technology stock prices.
Item Type: | MPRA Paper |
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Original Title: | Does the price of oil interact with clean energy prices in the stock market? |
Language: | English |
Keywords: | clean energy; stock prices; oil price; Markov-switching VAR |
Subjects: | Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy > Q41 - Demand and Supply ; Prices Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q4 - Energy > Q47 - Energy Forecasting |
Item ID: | 46067 |
Depositing User: | Shunsuke MANAGI |
Date Deposited: | 12 Apr 2013 15:18 |
Last Modified: | 27 Sep 2019 01:45 |
References: | Ang, A., Bekaert, G. 2002. International asset allocation with regime shifts. Review of Financial Studies 15, 1137–1187. Bushnell, J.B., Chong, H. Mansur, E.T. 2009. Profiting from regulation: an event study of the European carbon market. NBER Working Paper 15572 and Energy Institute at Haas Working Paper-200. Chib, S., 1996. Calculating posterior distributions and model estimates in Markov mixture models. Journal of Econometrics 75, 79-98. Chib, S., 1998. Estimation and comparison of multiple change point models. Journal of Econometrics 86, 221-241. Darby, M.R., 1982. The price of oil and world inflation and recession. American Economic Review 72, 738-751. Dempster, A., Laird N., Rubin D., 1977. Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society, Series B 39(1), 1-38. Fama, E.F., 1981. Stock returns, real activity, inflation and money. American Economic Review 71, 545-565. Hamilton, J.D., 1983. Oil and macroeconomy since World War II. Journal of Political Economy 91, 228-248. Hamilton, J.D., 1989. A new approach to the economic analysis of nonstationary time series and the business cycle. Econometrica 57(2), 357-384. Hamilton, J.D., 1990. Analysis of time series subject to changes in regime. Journal of Econometrics 45, 39-70. Hamilton, J.D., 1996. This is what happened to the oil price-macroeconomy relationship. Journal of Monetary Economics 38(2), 215-220. Hamilton, J.D., 2003. What is an oil shock? Journal of Econometrics 113(2), 363-398. Hamilton, J.D., 2009a. Causes and consequences of the oil shock of 2007-08. Brookings Papers on Economic Activity, Spring, 215-259. Hamilton, J.D. 2009b. Oil prices and the economic downturn. Testimony before the Joint Economic Committee of the United States Congress, May 20, 2009. Henriques, I., Sadorsky, P., 2008. Oil price and the stock prices of alternative energy companies. Energy Economics 30, 998-1010. Huang, R.D. and Masulis, R.W. 1996. Energy shocks and financial markets. Journal of Future Markets 16, 1-27. Inoue, T., Okimoto, T., 2008. Were there structural breaks in the effect of Japanese monetary policy? Re-evaluating the policy effects of the lost decade. Journal of the Japanese and International Economies 22, 320-42. Jones, C.M., Gautam, K., 1996. Oil and stock markets. Journal of Finance 51, 463-491. Jones, D.W., Leiby, P., 1996. The macroeconomic impacts of oil price shocks: a review of literature and issues. Oak Ridge National Laboratory, Oak Ridge, TN, Working Paper. Kadiyala, K.R., Karlsson S., 1997. Numerical methods for estimation and inference in Bayesian VAR-models. Journal of Applied Econometrics 12(2), 99-132. Kapetanios, G., Tzavalis, E., 2010. Modeling structural breaks in economic relationships using large shocks. Journal of Economic Dynamics and Control 34(3), 417-436. Kim, C.-J., Nelson C., 1999. State-Space Models with Regime Switching: Classical and Gibbs-sampling Approaches with Applications. Cambridge: MIT Press. Kilian, L., 2008. Exogenous oil supply shocks: how big are they and how much do they matter for the U.S. Economy? Review of Economics and Statistics 90, 216–240. Kilian, L., 2009. Not all oil price shocks are alike: disentangling demand and supply shocks in the crude oil market. American Economic Review 99(3), 1053-69. Kilian, L., Park, C., 2009. The impact of oil price shocks on the U.S. stock market. International Economic Review 50, 1267-1287. Kumar, S., Managi, S., 2009. Energy price-induced and exogenous technological change: assessing the economic and environmental outcomes. Resource and Energy Economics 31(4), 334-353. Kumar, S., Managi, S., Matsuda, A., 2012. Stock prices of clean energy firms, oil and carbon markets: a vector autoregressive analysis. Energy Economics 34(1), 215–226. Linn, J., 2006. Stock prices and the cost of environmental regulation. Working Papers 0611, Massachusetts Institute of Technology, Center for Energy and Environmental Policy Research. Maheu, J.M., McCurdy, T.H., 2000. Identifying bull and bear markets in stock returns. Journal of Business and Economic Statistics 18 (1), 100-112. Mork, K.A., 1989. Oil and the macroeconomy when prices go up and down: an extension of Hamilton’s results. Journal of Political Economy 97, 740-744. Mork, K.A., Olsen, O., 1994. Macroeconomic response to oil price increases and decreases in seven OECD countries. Energy Journal 15, 19-35. Narayan, P.K., Sharma, S.S., 2011. New evidence on oil price and firm returns. Journal of Banking & Finance 35(12), 3253–3262. Okimoto, T., 2008. New evidence of asymmetric dependence structures in international equity markets. Journal of Financial and Quantitative Analysis 43(3), 787-816. Park, J., Ratti, R.A., 2008. Oil price shocks and stock markets in the US and 13 European countries. Energy Economics 30(5), 2587-2608. Rudebusch, G.D., 2009. The Fed’s monetary policy response to the current crisis. FRBSF Economic Letter, Number 2009-17, May 22, San Francisco, CA. Sadorsky, P., 1999. Oil price shocks and stock market activity. Energy Economics 21, 449-469. Sadorsky, P., 2001. Risk factors in stock returns of Canadian oil and gas companies. Energy Economics 23, 17-28. Sadorsky, P., 2012. Correlations and volatility spillovers between oil prices and the stock prices of clean energy and technology companies. Energy Economics 34(1), 248–255. Sims, C.A., 1980. Macroeconomics and reality. Econometrica 48, 1-48. Sims, C.A., Zha T., 2006. Were there regime switches in U.S. monetary policy? American Economic Review 96(1), 54-81. Taylor, J.B., 1993. Discretion versus policy rules in practice. Carnegie-Rochester Conference Series on Public Policy 39, 195-214. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/46067 |