我國股票市場分形特征研究
發(fā)布時間:2018-02-16 16:22
本文關鍵詞: 分形理論 Hurst指數(shù) 循環(huán)周期 上市銀行 出處:《安徽財經大學》2015年碩士論文 論文類型:學位論文
【摘要】:傳統(tǒng)的資本市場理論都是基于有效市場假定而發(fā)展起來的。然而近幾年發(fā)生的金融危機和重大金融異,F(xiàn)象,都不能用有效市場理論去闡釋。為了彌補此理論存在的缺陷,一種新型的理論便應用而生-分形理論。在文中,使用了Eviews、Spss和Matlab等分析工具,將上證綜指和深證成指這兩種指數(shù)作為本文的研究對象,對其日收益率進行實證檢驗,選取股市建市時至2014年5月30日的時間區(qū)間。最終驗證出中國股市不滿足正態(tài)分布,呈現(xiàn)出顯著的分形特征,并計算出兩市場的循環(huán)周期,通過擾亂檢驗驗證了僅僅位于循環(huán)周期內的Hurst值才是序列真實的Hurst值。 在實證檢驗的過程中,發(fā)現(xiàn)上海股票市場比深圳股票市場具有更明顯的“尖峰厚尾”態(tài)勢,前者循環(huán)周期內的Hurst值比后者要大,代表前者具有的長記憶性程度比后者更強;并得出了兩股市的周期長度,分別為330個交易日和493個交易日,表明深圳股票市場長記憶性的時間更長;為了將理論與實際緊密結合起來,在分形理論的基礎上對銀行股的風險度量進行了研究。以16家上市銀行的個股為標的,利用Hurst指數(shù)結合VaR和極差M構造出風險綜合評價指標,利用該指標對16只股票的市場風險情況進行度量并進行風險等級的排名,得出了我國16家上市銀行的市場風險大小情況;另外將這16家上市銀行按性質不同進行了分類,再次進行市場風險的綜合度量,實現(xiàn)了理論與實際的結合,為投資者選股提供了一種參考依據(jù);最后針對實證結果和得出的結論,站在投資者的角度分別從三個方面提出了一些對策建議。
[Abstract]:The traditional capital market theory is based on the efficient market hypothesis. However, the financial crisis and major financial anomalies in recent years can not be explained by the efficient market theory. A new type of theory is then applied to the fractal theory. In this paper, the Shanghai Composite Index and the Shenzhen Composite Index are taken as the research objects by using the tools of EviewsSpss and Matlab, and the daily rate of return is tested empirically. The time interval between the establishment of the stock market and May 30th 2014 is selected. Finally, it is verified that the Chinese stock market does not satisfy the normal distribution, showing significant fractal characteristics, and the cycle cycle of the two markets is calculated. The disturbance test verifies that only the Hurst value located in the cycle cycle is the real Hurst value of the sequence. In the process of empirical test, it is found that Shanghai stock market has a more obvious "peak and thick tail" trend than Shenzhen stock market. The Hurst value in the former cycle is larger than that in the latter, which means that the former has a stronger degree of long memory than the latter. The cycle length of the two stock markets, 330 trading days and 493 trading days, respectively, shows that the Shenzhen stock market has a longer period of long memory; in order to combine theory with practice, On the basis of fractal theory, this paper studies the risk measurement of bank shares. Taking the individual shares of 16 listed banks as the target, a comprehensive risk evaluation index is constructed by using Hurst index combined with VaR and range M. Using this index to measure and rank the market risk of 16 stocks, the market risk of 16 listed banks in China is obtained, and the 16 listed banks are classified according to their nature. Thirdly, the comprehensive measurement of market risk is carried out, and the combination of theory and practice is realized, which provides a reference for investors to choose stocks. Finally, according to the empirical results and conclusions, Standing in the perspective of investors, respectively from three aspects to put forward some countermeasures.
【學位授予單位】:安徽財經大學
【學位級別】:碩士
【學位授予年份】:2015
【分類號】:F832.51
【參考文獻】
相關期刊論文 前8條
1 宿玉海;邢起超;;從行為金融理論角度質疑有效市場假說[J];財經科學;2007年05期
2 范英,魏一鳴;基于R/S分析的中國股票市場分形特征研究[J];系統(tǒng)工程;2004年11期
3 戴國強,徐龍炳,陸蓉;論經濟系統(tǒng)的非線性:混沌與分形[J];經濟學動態(tài);1999年08期
4 解保華,馬征,高榮興;中國股票市場有效性實證檢驗[J];廣東商學院學報;2001年05期
5 宗兆昌,田華;中國股票市場分形特征的實證研究[J];統(tǒng)計與決策;2004年12期
6 王倩玉;王靜;;我國股票市場的分形特征研究[J];特區(qū)經濟;2013年07期
7 黃詒蓉;羅奕;;論R/S分析法與股票市場的分形結構[J];現(xiàn)代管理科學;2006年01期
8 林勇,奚李峰;分形與分形市場假設[J];浙江萬里學院學報;2002年02期
,本文編號:1515933
本文鏈接:http://sikaile.net/guanlilunwen/zhqtouz/1515933.html
最近更新
教材專著