Market Timing with Moving Averages for Fossil Fuel and Renewable Energy Stocks
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- Chang, C-L. & Ilomäki, J. & Laurila, H. & McAleer, M.J., 2018. "Market Timing with Moving Averages for Fossil Fuel and Renewable Energy Stocks," Econometric Institute Research Papers EI2018-44, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
References listed on IDEAS
- Jukka Ilomäki & Hannu Laurila & Michael McAleer, 2018.
"Market Timing with Moving Averages,"
Sustainability, MDPI, vol. 10(7), pages 1-25, June.
- Ilomäki, J. & Laurila, H. & McAleer, M.J., 2018. "Market Timing with Moving Averages," Econometric Institute Research Papers EI 2018-28, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
- Sheng Fang & Xinsheng Lu & Paul G. Egan, 2018. "Reinvestigating the Oil Price–Stock Market Nexus: Evidence from Chinese Industry Stock Returns," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 26(3), pages 43-62, May.
- Marcin Kacperczyk & Stijn Van Nieuwerburgh & Laura Veldkamp, 2014.
"Time-Varying Fund Manager Skill,"
Journal of Finance, American Finance Association, vol. 69(4), pages 1455-1484, August.
- Marcin Kacperczyk & Stijn Van Nieuwerburgh & Laura Veldkamp, 2011. "Time-Varying Fund Manager Skill," NBER Working Papers 17615, National Bureau of Economic Research, Inc.
- Veldkamp, Laura & Kacperczyk, Marcin & Van Nieuwerburgh, Stijn, 2012. "Time-Varying Fund Manager Skill," CEPR Discussion Papers 9025, C.E.P.R. Discussion Papers.
- Laura Veldkamp, 2012. "Time-varying fund manager skill," 2012 Meeting Papers 68, Society for Economic Dynamics.
- Yamamoto, Ryuichi, 2012. "Intraday technical analysis of individual stocks on the Tokyo Stock Exchange," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 3033-3047.
- Boyer, M. Martin & Filion, Didier, 2007.
"Common and fundamental factors in stock returns of Canadian oil and gas companies,"
Energy Economics, Elsevier, vol. 29(3), pages 428-453, May.
- M. Martin Boyer & Didier Filion, 2004. "Common and Fundamental Factors in Stock Returns of Canadian Oil and Gas Companies," CIRANO Working Papers 2004s-62, CIRANO.
- Graham, John R. & Harvey, Campbell R., 1996.
"Market timing ability and volatility implied in investment newsletters' asset allocation recommendations,"
Journal of Financial Economics, Elsevier, vol. 42(3), pages 397-421, November.
- John R. Graham & Campbell R. Harvey, 1994. "Market Timing Ability and Volatility Implied in Investment Newletters' Asset Allocation Recommendations," NBER Working Papers 4890, National Bureau of Economic Research, Inc.
- Marcin Kacperczyk & Amit Seru, 2007. "Fund Manager Use of Public Information: New Evidence on Managerial Skills," Journal of Finance, American Finance Association, vol. 62(2), pages 485-528, April.
- Jukka Ilomäki, 2018. "Risk and return of a trend-chasing application in financial markets: an empirical test," Risk Management, Palgrave Macmillan, vol. 20(3), pages 258-272, August.
- Christopher J. Neely & David E. Rapach & Jun Tu & Guofu Zhou, 2014.
"Forecasting the Equity Risk Premium: The Role of Technical Indicators,"
Management Science, INFORMS, vol. 60(7), pages 1772-1791, July.
- Christopher J. Neely & David E. Rapach & Jun Tu & Guofu Zhou, 2010. "Out-of-sample equity premium prediction: economic fundamentals vs. moving-average rules," Working Papers 2010-008, Federal Reserve Bank of St. Louis.
- Christopher J. Neely & David E. Rapach & Jun Tu & Guofu Zhou, 2011. "Forecasting the Equity Risk Premium: The Role of Technical Indicators," Working Papers CoFie-02-2011, Singapore Management University, Sim Kee Boon Institute for Financial Economics.
- Hudson, Robert & McGroarty, Frank & Urquhart, Andrew, 2017. "Sampling frequency and the performance of different types of technical trading rules," Finance Research Letters, Elsevier, vol. 22(C), pages 136-139.
- Arouri, Mohamed El Hedi, 2011. "Does crude oil move stock markets in Europe? A sector investigation," Economic Modelling, Elsevier, vol. 28(4), pages 1716-1725, July.
- El-Sharif, Idris & Brown, Dick & Burton, Bruce & Nixon, Bill & Russell, Alex, 2005. "Evidence on the nature and extent of the relationship between oil prices and equity values in the UK," Energy Economics, Elsevier, vol. 27(6), pages 819-830, November.
- repec:pri:cepsud:91malkiel is not listed on IDEAS
- Bohl, Martin T. & Kaufmann, Philipp & Stephan, Patrick M., 2013. "From hero to zero: Evidence of performance reversal and speculative bubbles in German renewable energy stocks," Energy Economics, Elsevier, vol. 37(C), pages 40-51.
- Sadorsky, Perry, 2012. "Correlations and volatility spillovers between oil prices and the stock prices of clean energy and technology companies," Energy Economics, Elsevier, vol. 34(1), pages 248-255.
- Reboredo, Juan C., 2015. "Is there dependence and systemic risk between oil and renewable energy stock prices?," Energy Economics, Elsevier, vol. 48(C), pages 32-45.
- Yun Xue & Zhiwen Liu & Jie Luo & Zhihao Ma & Meizhen Zhang & Xiaohui Hu & Qiuhua Kuang, 2015. "Stock Market Trading Rules Discovery Based on Biclustering Method," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-13, March.
- Best, Rohan, 2017.
"Switching towards coal or renewable energy? The effects of financial capital on energy transitions,"
Energy Economics, Elsevier, vol. 63(C), pages 75-83.
- Rohan Best, 2017. "Switching towards coal or renewable energy? The effects of financial capital on energy transitions," Departmental Working Papers 2017-02, The Australian National University, Arndt-Corden Department of Economics.
- Jukka Ilomaki & Hannu Laurila & Michael McAleer, 2018.
"Simple Market Timing with Moving Averages,"
Tinbergen Institute Discussion Papers
18-048/III, Tinbergen Institute.
- Ilomäki, J. & Laurila, H. & McAleer, M.J., 2018. "Simple Market Timing with Moving Averages," Econometric Institute Research Papers EI2018-19, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Zhu, Yingzi & Zhou, Guofu, 2009. "Technical analysis: An asset allocation perspective on the use of moving averages," Journal of Financial Economics, Elsevier, vol. 92(3), pages 519-544, June.
- Zhang, Guofu & Du, Ziping, 2017. "Co-movements among the stock prices of new energy, high-technology and fossil fuel companies in China," Energy, Elsevier, vol. 135(C), pages 249-256.
- Trinks, Arjan & Scholtens, Bert & Mulder, Machiel & Dam, Lammertjan, 2018. "Fossil Fuel Divestment and Portfolio Performance," Ecological Economics, Elsevier, vol. 146(C), pages 740-748.
- Daniel, Kent, et al, 1997. "Measuring Mutual Fund Performance with Characteristic-Based Benchmarks," Journal of Finance, American Finance Association, vol. 52(3), pages 1035-1058, July.
- Merton, Robert C, 1981. "On Market Timing and Investment Performance. I. An Equilibrium Theory of Value for Market Forecasts," The Journal of Business, University of Chicago Press, vol. 54(3), pages 363-406, July.
- Wen, Xiaoqian & Guo, Yanfeng & Wei, Yu & Huang, Dengshi, 2014. "How do the stock prices of new energy and fossil fuel companies correlate? Evidence from China," Energy Economics, Elsevier, vol. 41(C), pages 63-75.
- Kumar, Surender & Managi, Shunsuke & Matsuda, Akimi, 2012. "Stock prices of clean energy firms, oil and carbon markets: A vector autoregressive analysis," Energy Economics, Elsevier, vol. 34(1), pages 215-226.
- Ni, Yensen & Liao, Yi-Ching & Huang, Paoyu, 2015. "MA trading rules, herding behaviors, and stock market overreaction," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 253-265.
- Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 59-82, Winter.
- Henriques, Irene & Sadorsky, Perry, 2008. "Oil prices and the stock prices of alternative energy companies," Energy Economics, Elsevier, vol. 30(3), pages 998-1010, May.
- Elyasiani, Elyas & Mansur, Iqbal & Odusami, Babatunde, 2011. "Oil price shocks and industry stock returns," Energy Economics, Elsevier, vol. 33(5), pages 966-974, September.
- Tietjen, Oliver & Pahle, Michael & Fuss, Sabine, 2016. "Investment risks in power generation: A comparison of fossil fuel and renewable energy dominated markets," Energy Economics, Elsevier, vol. 58(C), pages 174-185.
- Burton G. Malkiel, 2003. "The Efficient Market Hypothesis and Its Critics," Working Papers 111, Princeton University, Department of Economics, Center for Economic Policy Studies..
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Cited by:
- Chia-Lin Chang & Jukka Ilomäki & Hannu Laurila & Michael McAleer, 2018. "Moving Average Market Timing in European Energy Markets: Production Versus Emissions," Energies, MDPI, vol. 11(12), pages 1-24, November.
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More about this item
Keywords
Moving averages; Market timing; Industrial sector; Energy sector; Fossil fuels; Renewable energy; Random timing; Sunrise branches; Sunset branches.;All these keywords.
JEL classification:
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
- L71 - Industrial Organization - - Industry Studies: Primary Products and Construction - - - Mining, Extraction, and Refining: Hydrocarbon Fuels
- L72 - Industrial Organization - - Industry Studies: Primary Products and Construction - - - Mining, Extraction, and Refining: Other Nonrenewable Resources
- Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services
- Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
- Q47 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Energy Forecasting
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ENE-2018-10-08 (Energy Economics)
- NEP-ENV-2018-10-08 (Environmental Economics)
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