基于CCK模型的中國(guó)股市羊群效應(yīng)及其非理性因素的研究
發(fā)布時(shí)間:2018-04-08 15:16
本文選題:羊群效應(yīng) 切入點(diǎn):CCK模型 出處:《復(fù)旦大學(xué)》2012年碩士論文
【摘要】:隨著現(xiàn)代證券市場(chǎng)發(fā)展,股價(jià)水平越來(lái)越顯著地能夠反映整個(gè)金融體系乃至宏觀經(jīng)濟(jì)的運(yùn)作情況。在金融系統(tǒng)逐漸成熟的同時(shí),其監(jiān)管不完善、信息不對(duì)稱等原因使股市出現(xiàn)了異象,經(jīng)典的資產(chǎn)定價(jià)模型(CAPM)已不能準(zhǔn)確地反映股票價(jià)格的波動(dòng)情況,于是,行為金融學(xué)將投資者在決策過(guò)程中的非理性心理因素納入考慮范圍,進(jìn)一步分析股市異象的具體產(chǎn)生機(jī)制。在一系列股市異象中,羊群效應(yīng)作為一個(gè)普遍現(xiàn)象,影響著整體市場(chǎng)的發(fā)展。 到目前為止,學(xué)界有較多對(duì)投資者羊群效應(yīng)的分析和研究,關(guān)于各種市場(chǎng)的羊群效應(yīng)的檢驗(yàn)也是收獲頗豐。而這些研究較多地集中于發(fā)達(dá)國(guó)家的機(jī)構(gòu)投資者的研究,對(duì)于發(fā)展中國(guó)家中小投資者的羊群效應(yīng)存在與否,或者是羊群效應(yīng)的強(qiáng)弱程度,一直缺乏一個(gè)較為明晰的結(jié)論。另一方面,非理性因素對(duì)羊群效應(yīng)究竟有一個(gè)怎樣的影響路徑,目前的研究都未涉及。而中國(guó)作為剛起步的股票市場(chǎng),其非理性投資者占比較大。本文將中國(guó)股票市場(chǎng)具有代表性的一系列股票作為一個(gè)整體,在考慮不同股票的規(guī)模效應(yīng)的基礎(chǔ)上,來(lái)分析羊群效應(yīng)的存在情況及其強(qiáng)弱程度,并進(jìn)一步考慮非理性因素對(duì)于羊群效應(yīng)具體的影響程度。 為此,本文用CCK檢驗(yàn)?zāi)P蛯?duì)上證180指數(shù)成份股的收益率進(jìn)行實(shí)證檢驗(yàn),并加以調(diào)整,創(chuàng)新性地改變了多項(xiàng)式回歸模型中的市場(chǎng)收益率與股票收益率偏離程度(CSAD)傳統(tǒng)的等權(quán)重的計(jì)算方法,加入市值權(quán)重,并且基于不同的時(shí)間跨度分別進(jìn)行檢驗(yàn),對(duì)不同時(shí)間跨度的羊群效應(yīng)進(jìn)行比較并分析原因。另外,基于CCK模型的檢驗(yàn)結(jié)果,本文提出了一個(gè)用以指示長(zhǎng)期羊群效應(yīng)強(qiáng)弱程度路徑的短期指標(biāo),即個(gè)股偏離加速度,并將該指標(biāo)對(duì)市場(chǎng)上的噪音交易進(jìn)行相關(guān)性檢驗(yàn),得到在不同市場(chǎng)下該偏離加速度與噪音交易之間存在一定的相關(guān)關(guān)系,并對(duì)其結(jié)果進(jìn)行分析。最后,在實(shí)證結(jié)果的基礎(chǔ)上,對(duì)中國(guó)市場(chǎng)股票投資策略提出了相應(yīng)的建議。
[Abstract]:With the development of the modern securities market, the stock price level can reflect the whole financial system and even the macro economy.At the same time when the financial system is maturing, some reasons, such as imperfect supervision and asymmetric information, make the stock market appear abnormal. The classical asset pricing model (CAPMM) can no longer accurately reflect the fluctuation of stock price.Behavioral finance takes the irrational psychological factors of investors in the decision-making process into consideration, and further analyzes the concrete mechanism of stock market anomalies.In a series of stock market anomalies, herding, as a common phenomenon, affects the development of the market as a whole.Up to now, there are many researches on the herding effect of investors in academic circles, and the test of herding effect in various markets is also fruitful.However, most of these studies focus on institutional investors in developed countries, and there is a lack of a clear conclusion about the existence of herding effect or the degree of herding effect of small and medium-sized investors in developing countries.On the other hand, what kind of influence path does irrationality have on herding effect has not been studied at present.China, as a fledgling stock market, accounts for a large proportion of its irrational investors.In this paper, a series of representative stocks in Chinese stock market are considered as a whole, and on the basis of considering the scale effect of different stocks, we analyze the existence of herding effect and the degree of herding effect.Furthermore, the degree of influence of irrational factors on herding effect is further considered.Therefore, this paper uses the CCK test model to test the yield of Shanghai 180 index and adjust it.It innovatively changes the traditional equal weight calculation method of market return and stock return deviation degree in polynomial regression model, adds market value weight, and tests it based on different time span.The herding effect in different time span was compared and the reasons were analyzed.In addition, based on the test results of CCK model, this paper puts forward a short-term index to indicate the long-term herding effect intensity path, that is, the stock deviation acceleration, and carries on the correlation test to the noise trade in the market.It is obtained that there is a certain correlation between the deviation acceleration and the noise transaction in different markets, and the results are analyzed.Finally, on the basis of the empirical results, the paper puts forward the corresponding suggestions on the stock investment strategy in China market.
【學(xué)位授予單位】:復(fù)旦大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2012
【分類號(hào)】:F832.51;F224
【參考文獻(xiàn)】
相關(guān)期刊論文 前3條
1 楊洋;支曉津;;金融市場(chǎng)羊群效應(yīng)ARCH模型與股市實(shí)證分析[J];邊疆經(jīng)濟(jì)與文化;2006年05期
2 許妍天;易燦;;我國(guó)證券投資基金機(jī)構(gòu)羊群行為的實(shí)證檢驗(yàn)——2004年至今[J];現(xiàn)代商業(yè);2009年11期
3 孫培源 ,施東暉;中國(guó)證券市場(chǎng)羊群行為實(shí)證研究[J];證券市場(chǎng)導(dǎo)報(bào);2004年08期
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