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研究生:鄭光庭
研究生(外文):Kuang-Ting Cheng
論文名稱:特徵風險決定因素之探討
論文名稱(外文):The Determinants of Idiosyncratic Risk in U.S. Market
指導教授:辛敬文辛敬文引用關係
學位類別:碩士
校院名稱:元智大學
系所名稱:財務金融學系
學門:商業及管理學門
學類:財務金融學類
論文種類:學術論文
論文出版年:2006
畢業學年度:94
語文別:英文
論文頁數:45
中文關鍵詞:特徵風險風險決定因素
外文關鍵詞:idiosyncratic riskdeterminants of risk
相關次數:
  • 被引用被引用:1
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本研究主要在探討從1962年至2004年間美國市場的特徵風險。我們發現特徵風險隨著時間的演進而逐漸變大,但是各種風險在總風險中所佔的比例幾乎是固定的。接著,我們探討會影響特徵風險的各種公司特質,除了先前的研究所發現的公司規模以及股價外這兩個因素外,本研究發現股票的周轉率、前期的報酬以及公司所屬的產業這三個因素與特徵風險的關係也都是顯著的。而回歸的結果以及子區間的分析也都證實了我們的結果。
This study examines the idiosyncratic risk of U.S. stocks for the period from 1962 to 2004. The aggregated idiosyncratic risk is demonstrated to have increased with time, while the percentage of each risk component has remained relatively stable. I also examine firm characteristics affecting the idiosyncratic risk. In addition to those factors that have been identified by previous research, such as firm size and stock price level, this study finds that trade turnover, prior return, and industry classification have significant relationship with idiosyncratic risk. Alternative regression models and sub-period analysis are performed to confirm the robustness of our results.
Contents
I. Introduction 1
II. Literature Reviews 4
a. Volatility Measurement 4
b. Time Trend or Speculative Episodes 4
c. The Relationship between Average Stock Return and Average Stock Return Volatility 5
d. Why Does The Idiosyncratic Risk Become More Volatile? 6
III. Data and Methodology 9
a. Data 9
b. Volatility Measurement 10
IV. Empirical Results 15
a. The Time Trend of Volatility 15
b. Internet versus Non-internet Industry 16
c. The Determinants of Idiosyncratic Risk 17
V. Conclusion 23
References 24


Table 1. Descriptive Statistics 26
Table 2. Mean and Median Value of Each Variance Component Suggested by CLMX in Each Period 27
Table 3 Preliminary Analysis of Idiosyncratic Risk and Stock Characteristic 28
Table 4. The Performance of Idiosyncratic Risk of 32
Winner and Loser in Different Market Type. 32
Table 5. The Determinants of Idiosyncratic Risk in Different Period 33












Figure 1. Value Weighted Average Total Volatility 39
Figure 2. Market Volatility 39
Figure 3. Industry Volatility 40
Figure 4. Firm Volatiltiy 40
Figure 5. MKT, IND, FIRM MA(12) 41
Figure 6. The Bar Chart of Each Variance Component 42
Figure 7. Value Weighted Volatility MA(12) between Internet and Non-internet Industry 43
Figure 8. Compare The Idiosyncratic Risk between Winner and Loser. 43
Figure 9. Turnover Rate Effect 44
Figure 10. MB Effect 44
Figure 11. Size Effect 45
Figure 12. Price Effect 45
Bali, Turan G., Cakici, Nusret, Yan, Xuemin, and Zhang, Zhe, 2005, Does idiosyncratic risk really matter? Journal of Finance.
Brandt, Michael W., Brav, Alon, and Graham, John R., 2005, The idiosyncratic volatility puzzle: Time trend or speculative episodes? Working Paper.
Campbell, John Y., Lettau, Martin, Malkiel, Burton G., and Xu, Yexiao, 2001, Have individual stocks become more volatile? An empirical exploration of idiosyncratic risk, Journal of Finance 56, 1-43.
Dennis, Patrick, and Strickland, Deon, 2005, The determinants of idiosyncratic volatility. Working Paper.
Durnev, Art, Morck, Randall, and Yeung, Bernard, 2004, Value-enhancing capital budgeting and firm-specific stock return variation. Journal of Finance 59, 65-105.
Fama, Eugene F., and French, Kenneth R., 1993, Common risk factors in the returns on stocks and bonds. Journal of Financial Economics 33, 3-56.
Fama, Eugene F., and French, Kenneth R, 1997, Industry costs of equity. Journal of Financial Economics 49, 153-193
Goyal, Amit and Santa-Clara, Pedro, 2003, Idiosyncratic risk matters! Journal of Finance 58, 975-1007.
Loughran, Tim, and Ritter, Jay R., 2004, Why has IPO underpricing changed over time? Financial Management 33, Issue 3, p5-37
Odean, Terrance, 1998, Are investors reluctant to realize their losses? Journal of Finance 53, 1775-1798.

Wei, Steven X. and Zhang, Chu, 2005, Idiosyncratic risk does not matter: a re-examine of the relationship between average returns and average volatilities. Journal of Banking & Finance 29, 603-621.
Wei, Steven X. and Zhang, Chu, 2006, Why did individual stocks become more volatilie? Journal of Business 79, 259-292
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