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电力期货市场效率分析的计算方法研究
Research on Calculating Methods of Efficiency Analysis for Electricity Futures Markets
【作者】 刘思东;
【作者基本信息】 长沙理工大学 , 计算数学, 2007, 硕士
【摘要】 电力期货市场作为一种高级的电力市场交易形态,由于具有独特的运行机制和特有的价格发现与规避风险的功能,己被许多发达国家广泛采用。本文利用数理经济学中最新的模型和方法,以北欧电力期货市场为例,从期货市场的有效性、价格发现功能和套期保值功能三个方面研究了北欧电力期货市场的效率问题。期货市场的有效性关系着期货市场吸收市场信息的速度与广度,是期货市场效率分析的基础和起点。考虑到电价波动存在的异方差和非正态分布的特性,提出了基于方差比的电力期货市场的有效性计算方法。价格发现是期货市场的基本功能之一,它在期货市场的发挥程度直接反映了期货市场的效率。考虑到电价波动的非平稳特性,借助协整检验,误差修正模型等方法,从价格发现的“简单效率”、期货电价的主导作用和作用大小,对电力期货市场的价格发现效率进行了研究。期货市场的另一重要功能是套期保值,即风险规避的投资者利用期货合约进行风险管理,降低或转移不利的价格波动风险。套期保值是期货市场生存与发展的基础。因此,套期保值的有效性成为了期货市场效率的重要体现。考虑到电价波动存在的异方差和非平稳的特性,提出了基于广义自回归条件异方差的电力期货套期保值比率和效绩的估算方法。通过对北欧电力期货市场的研究,发现其运行是有效率的,满足市场弱式有效假设,期货与现货电价之间具有协整关系,期货电价是现货电价的无偏估计,期货市场在价格发现功能中处于主导作用,套期保值操作在一定程度上减少了交易的风险,并且2000-2003年间的运行效率要比1996-1999年间的运行效率高。虽然北欧电力期货市场还存在一些无效因素,但其正逐步走向成熟。
【Abstract】 As a high-class of the market form, the electricity futures market has been widely adopted by the developed countries since its specially running mechanism, the price discovery and the function of hedge risk. By means of the new methods in Econometrics, the calculating models and methods of efficiency analysis in Nordic electricity futures market are proposed from the three points, i.e., the market efficiency, the price discovery function and the hedge function.The theories of market efficiencies reflect the speed that the market price absorbs the market information, which is the base of the futures markets efficiencies. In view of the characteristics of heteroskedasticity and nonstationary in the electricity price fluctuation, this paper presents the efficiency test method of electricity futures market based on the variance ratio.One of the most important functions of futures market is the price discovery. It has directly reflected the futures market efficiency in the futures market. Considering the nonstationary of the electricity price fluctuation, we use the cointergration theory and the error correction model to analyze the efficiency of price discovery function of electricity futures markets from the“simple efficiency”and the leading role of the futures price.The other most important functions of futures markets is the hedge. i.e. Investors use a futures contract to manage risk and reduce or transfer the bad risk of the price fluctuation. The hedge is a basis of futures markets for existence and development. Therefore, the efficiency of the hedge is an important exemplify for the futures market efficiencies. The evaluation method of hedging ratio and performance of electricity futures markets based on the generalized autoregressive conditional heteroskedasticity are proposed.By the research on the Nordic electricity futures market, it can be found that its operation is basically efficient, that is, it satisfies the weak form efficiency hypothesis, the futures price and spot price are cointegrated; the futures price is an unbiassed estimate of spot price; the futures market plays an important role in the price discovery function, the hedge reduces the risk of transaction on a certain extent, and the operation efficiency during year 2000-2003 is higher than that of year 1996-1999. Although there are some inefficient factors, the Nordic electricity futures market is gradually tending towards the mature.
【Key words】 electricity futures market; market efficiency; price discovery; hedge; cointegration;
- 【网络出版投稿人】 长沙理工大学 【网络出版年期】2008年 01期
- 【分类号】O22;F407.61;F713.36
- 【被引频次】2
- 【下载频次】250