Publications-Theses

題名 期望非系統波動的資訊內含與未來股票報酬之關係:個股選擇權的證據
作者 黃怡寧
貢獻者 杜化宇
黃怡寧
關鍵詞 非系統隱含波動率
日期 2008
上傳時間 18-Sep-2009 20:12:42 (UTC+8)
摘要 本文主要探討選擇權價格隱含的非系統波動率與未來股票報酬的關係,除使用迴歸作為計量模型外,考量波動度具有狀態轉換現象(regime switching)且存在不對稱性,因此也使用馬可夫狀態轉換模型(Markov-switching Model)作為計量模型,探討在高波動與低波動狀態,非系統隱含波動率與未來股票報酬關係。首先,本文觀察到市場波動率指數對於未來市場的波動度具有顯著的預測能力,且由LR檢定結果發現,市場波動率指數的預測能力在高波動與低波動時存在不對稱性,而個股選擇權的隱含波動率對於未來波動度也具有顯著預測能力,且存在不對稱關係。除此之外,也發現非系統隱含波動率不論在高波動或低波動狀態下,對於未來非系統波動率均具有預測能力;但歷史非系統波動僅在低波動狀態下對於未來非系統波動率具有預測能力。進一步研究期望非系統波動與風險溢酬的關係,結果顯示兩者之間存在顯著正向關係,且亦存在不對稱性。最後研究考量個別公司的特質後,期望非系統波動與未來股票報酬的關係,結果發現兩者之間無顯著關係存在。
參考文獻 一、 中文部分
李宛柔,“波動率指數於真實波動率及指數報酬之相關研究”,中央大學企業管理研究所碩士論文,民國九十五年六月。
黎明淵,“馬可夫轉換模型應用性與合用性探討”,政治大學國際貿易研究所博士論文,民國八十九年六月。
劉靜芬,“是否個股選擇權隱含波動率包含公司財務與違約風險的資訊內涵?”,政治大學財務管理研究所碩士論文,民國九十七年八月。
二、英文部分
Angelidis, Timotheos and Nikolaos Tessaromatis, (2009) “Idiosyncratic Risk Matters! A Regime Switching Approach.”, International Review of Economics and Finance, Vol. 18, 132-141.
Arena, Matteo P., K. Stephen Haggard, and Xuemin Yan, (2008) “Price Momentum and Idiosyncratic Volatility.”, The Financial Review, Vol. 43, 159-190.
Bali, Turan G. and Nusret Cakici, (2008) “Idiosyncratic Volatility and the Cross-Section of Expected Returns.”, Journal of Financial and Quantitative Analysis, Vol. 43, 29-58.
Bali, Turan G., Nusret Cakici, Xuemin Yan, and Zhe Zhang, (2005) “Does Idiosyncratic Risk Really Matter?”, Journal of Finance, Vol. 60, 905-929.
Banerjee, Prithviraj S., James S. Doran, and David R. Peterson, (2007) “Implied Volatility and Future Portfolio Returns”, Journal of Banking and Finance, Vol. 31, 3183-3199.
Bello, Zakri (2005) “Idiosyncratic Risk and Mutual Fund Return.”, Journal of Business & Economic Studies, Vol. 11, 74-86.
Boehme, Rodney D., Bartley R. Danielsen, Praveen Kumar, and Sorin M. Sorescu, (2005) “Idiosyncratic Risk and the Cross-Section of Stock Returns: Merton (1987) Meets Miller (1997).”, Working Paper.
Cao, Charles, Fan Yu, and Zhaodong Zhong, (2007) “The Information Content of Option-Implied Volatility for Credit Default Swap Valuation.”, Working Paper.
Clements, Michael P. and Hans-Martin Krolzig, (2002) “Can Oil Shocks Explain Asymmetries in the US Business Cycle?”, Empirical Economics, Vol. 27, 185-204.
Clements, Michael P. and Hans-Martin Krolzig, (2003) “Business Cycle Asymmetries: Characterization and Testing Based on Markov-Switching Autoregressions.”, Journal of Business & Economic Statistics, Vol. 21, 196-211.
Copeland, Maggie M. and Thomas E. Copeland, (1999) “Market Timing: Style and Size Rotation Using the VIX.”, Financial Analysts Journal, Vol. 55, 73-81.
Dennis, Patrick, Stewart Mayhew,and Chris Stivers, (2006) “Stock Returns, Implied Volatility Innovations, and the Asymmetric Volatility Phenomenon.”, Journal of Financial and Quantitative Analysis, Vol. 41, 381-406..
Diavatopoulos, Dean, James S. Doran, and David R. Peterson, (2008) “The Information Content in Implied Idiosyncratic Volatility and the Cross-Section of Stock Returns: Evidence from the Option Markets.”, Journal of Futures Markets, Vol. 28, 1013-1039.
Duan, Ying, Gang Hu, and R. David McLean, (2007) “Costly Arbitrage and idiosyncratic risk: Evidence from Short Sellers.”, Working Paper.
Fama, Eugene F. and James D. MacBeth, (1973) “Risk, Return, and Equilibrium: Empirical tests.”, Journal of Political Economy, Vol. 81, 607-636.
Fleming, Jeff (1998) “The Quality of Market Volatility Forecasts Implied by S&P 100 Index Option Prices.”, Journal of Empirical Finance, Vol. 5, 317-345.
Fleming, Jeff, Barbara Ostdiek, and Robert E. Whaley, (1995) “Predicting Stock Market Volatility: A New Measure.”, Journal of Futures Markets, Vol. 15, 265-302.
Fu, Fangjian (2009) “Idiosyncratic Risk and the Cross-Section of Expected Stock Returns.” , Journal of Financial Economics, Vol. 91, 24-37
Giot, Pierre (2005) “Relationships between Implied Volatility Indexes and Stock Index Returns.”, Journal of Portfolio Management, Vol. 31, 92-100.
Kearney, Colm and Valerio Poti, (2008) “Have European Stocks become More Volatile? An Empirical Investigation of Idiosyncratic and Market Risk in the Euro Area.”, European Financial Management, Vol. 14, 419-444.
Traub, Heydon, Luis Ferreira, Maria McArdle, and Mauro Antognelli, (2000) “Fear and Greed in Global Asset Allocation.”, Journal of Investing, Vol. 9, 27-31.
Whaley, R. (2000) “The Investor Fear Gauge.”, Journal of Portfolio Management, Vol. 26,12-17.
Xu, Yexiao and Burton G. Malkiel, (2003) “Investigating the Behavior of Idiosyncratic Volatility.”, Journal of Business, Vol. 76, 613-644.
Xu, Yexiao and Burton G. Malkiel, (2006) “Idiosyncratic Risk and Security Returns.”, Working Paper.
描述 碩士
國立政治大學
財務管理研究所
96357012
97
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0096357012
資料類型 thesis
dc.contributor.advisor 杜化宇zh_TW
dc.contributor.author (Authors) 黃怡寧zh_TW
dc.creator (作者) 黃怡寧zh_TW
dc.date (日期) 2008en_US
dc.date.accessioned 18-Sep-2009 20:12:42 (UTC+8)-
dc.date.available 18-Sep-2009 20:12:42 (UTC+8)-
dc.date.issued (上傳時間) 18-Sep-2009 20:12:42 (UTC+8)-
dc.identifier (Other Identifiers) G0096357012en_US
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/36936-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 財務管理研究所zh_TW
dc.description (描述) 96357012zh_TW
dc.description (描述) 97zh_TW
dc.description.abstract (摘要) 本文主要探討選擇權價格隱含的非系統波動率與未來股票報酬的關係,除使用迴歸作為計量模型外,考量波動度具有狀態轉換現象(regime switching)且存在不對稱性,因此也使用馬可夫狀態轉換模型(Markov-switching Model)作為計量模型,探討在高波動與低波動狀態,非系統隱含波動率與未來股票報酬關係。首先,本文觀察到市場波動率指數對於未來市場的波動度具有顯著的預測能力,且由LR檢定結果發現,市場波動率指數的預測能力在高波動與低波動時存在不對稱性,而個股選擇權的隱含波動率對於未來波動度也具有顯著預測能力,且存在不對稱關係。除此之外,也發現非系統隱含波動率不論在高波動或低波動狀態下,對於未來非系統波動率均具有預測能力;但歷史非系統波動僅在低波動狀態下對於未來非系統波動率具有預測能力。進一步研究期望非系統波動與風險溢酬的關係,結果顯示兩者之間存在顯著正向關係,且亦存在不對稱性。最後研究考量個別公司的特質後,期望非系統波動與未來股票報酬的關係,結果發現兩者之間無顯著關係存在。zh_TW
dc.description.tableofcontents 摘要 ii
目錄 iii
表目錄 iv
圖目錄 v
第壹章 緒論 1
第一節 研究動機 1
第二節 研究目的與論文架構 5
第貳章 文獻探討 7
第一節 非系統波動率 7
第二節 波動率指數 10
第參章 研究方法 12
第一節 資料來源與整理 12
第二節 選擇權價格隱含的非系統波動率 16
第三節 期望非系統波動與風險溢酬 20
第四節 非系統波動率與股票報酬率 22
第肆章 實證結果 23
第一節 隱含波動率之預測能力 23
第二節 非系統隱含波動率之預測能力 34
第三節 期望非系統波動與風險溢酬 45
第四節 非系統波動率與股票報酬 47
第伍章 研究結論 64
參考文獻 66
zh_TW
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dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0096357012en_US
dc.subject (關鍵詞) 非系統隱含波動率zh_TW
dc.title (題名) 期望非系統波動的資訊內含與未來股票報酬之關係:個股選擇權的證據zh_TW
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) 一、 中文部分zh_TW
dc.relation.reference (參考文獻) 李宛柔,“波動率指數於真實波動率及指數報酬之相關研究”,中央大學企業管理研究所碩士論文,民國九十五年六月。zh_TW
dc.relation.reference (參考文獻) 黎明淵,“馬可夫轉換模型應用性與合用性探討”,政治大學國際貿易研究所博士論文,民國八十九年六月。zh_TW
dc.relation.reference (參考文獻) 劉靜芬,“是否個股選擇權隱含波動率包含公司財務與違約風險的資訊內涵?”,政治大學財務管理研究所碩士論文,民國九十七年八月。zh_TW
dc.relation.reference (參考文獻) 二、英文部分zh_TW
dc.relation.reference (參考文獻) Angelidis, Timotheos and Nikolaos Tessaromatis, (2009) “Idiosyncratic Risk Matters! A Regime Switching Approach.”, International Review of Economics and Finance, Vol. 18, 132-141.zh_TW
dc.relation.reference (參考文獻) Arena, Matteo P., K. Stephen Haggard, and Xuemin Yan, (2008) “Price Momentum and Idiosyncratic Volatility.”, The Financial Review, Vol. 43, 159-190.zh_TW
dc.relation.reference (參考文獻) Bali, Turan G. and Nusret Cakici, (2008) “Idiosyncratic Volatility and the Cross-Section of Expected Returns.”, Journal of Financial and Quantitative Analysis, Vol. 43, 29-58.zh_TW
dc.relation.reference (參考文獻) Bali, Turan G., Nusret Cakici, Xuemin Yan, and Zhe Zhang, (2005) “Does Idiosyncratic Risk Really Matter?”, Journal of Finance, Vol. 60, 905-929.zh_TW
dc.relation.reference (參考文獻) Banerjee, Prithviraj S., James S. Doran, and David R. Peterson, (2007) “Implied Volatility and Future Portfolio Returns”, Journal of Banking and Finance, Vol. 31, 3183-3199.zh_TW
dc.relation.reference (參考文獻) Bello, Zakri (2005) “Idiosyncratic Risk and Mutual Fund Return.”, Journal of Business & Economic Studies, Vol. 11, 74-86.zh_TW
dc.relation.reference (參考文獻) Boehme, Rodney D., Bartley R. Danielsen, Praveen Kumar, and Sorin M. Sorescu, (2005) “Idiosyncratic Risk and the Cross-Section of Stock Returns: Merton (1987) Meets Miller (1997).”, Working Paper.zh_TW
dc.relation.reference (參考文獻) Cao, Charles, Fan Yu, and Zhaodong Zhong, (2007) “The Information Content of Option-Implied Volatility for Credit Default Swap Valuation.”, Working Paper.zh_TW
dc.relation.reference (參考文獻) Clements, Michael P. and Hans-Martin Krolzig, (2002) “Can Oil Shocks Explain Asymmetries in the US Business Cycle?”, Empirical Economics, Vol. 27, 185-204.zh_TW
dc.relation.reference (參考文獻) Clements, Michael P. and Hans-Martin Krolzig, (2003) “Business Cycle Asymmetries: Characterization and Testing Based on Markov-Switching Autoregressions.”, Journal of Business & Economic Statistics, Vol. 21, 196-211.zh_TW
dc.relation.reference (參考文獻) Copeland, Maggie M. and Thomas E. Copeland, (1999) “Market Timing: Style and Size Rotation Using the VIX.”, Financial Analysts Journal, Vol. 55, 73-81.zh_TW
dc.relation.reference (參考文獻) Dennis, Patrick, Stewart Mayhew,and Chris Stivers, (2006) “Stock Returns, Implied Volatility Innovations, and the Asymmetric Volatility Phenomenon.”, Journal of Financial and Quantitative Analysis, Vol. 41, 381-406..zh_TW
dc.relation.reference (參考文獻) Diavatopoulos, Dean, James S. Doran, and David R. Peterson, (2008) “The Information Content in Implied Idiosyncratic Volatility and the Cross-Section of Stock Returns: Evidence from the Option Markets.”, Journal of Futures Markets, Vol. 28, 1013-1039.zh_TW
dc.relation.reference (參考文獻) Duan, Ying, Gang Hu, and R. David McLean, (2007) “Costly Arbitrage and idiosyncratic risk: Evidence from Short Sellers.”, Working Paper.zh_TW
dc.relation.reference (參考文獻) Fama, Eugene F. and James D. MacBeth, (1973) “Risk, Return, and Equilibrium: Empirical tests.”, Journal of Political Economy, Vol. 81, 607-636.zh_TW
dc.relation.reference (參考文獻) Fleming, Jeff (1998) “The Quality of Market Volatility Forecasts Implied by S&P 100 Index Option Prices.”, Journal of Empirical Finance, Vol. 5, 317-345.zh_TW
dc.relation.reference (參考文獻) Fleming, Jeff, Barbara Ostdiek, and Robert E. Whaley, (1995) “Predicting Stock Market Volatility: A New Measure.”, Journal of Futures Markets, Vol. 15, 265-302.zh_TW
dc.relation.reference (參考文獻) Fu, Fangjian (2009) “Idiosyncratic Risk and the Cross-Section of Expected Stock Returns.” , Journal of Financial Economics, Vol. 91, 24-37zh_TW
dc.relation.reference (參考文獻) Giot, Pierre (2005) “Relationships between Implied Volatility Indexes and Stock Index Returns.”, Journal of Portfolio Management, Vol. 31, 92-100.zh_TW
dc.relation.reference (參考文獻) Kearney, Colm and Valerio Poti, (2008) “Have European Stocks become More Volatile? An Empirical Investigation of Idiosyncratic and Market Risk in the Euro Area.”, European Financial Management, Vol. 14, 419-444.zh_TW
dc.relation.reference (參考文獻) Traub, Heydon, Luis Ferreira, Maria McArdle, and Mauro Antognelli, (2000) “Fear and Greed in Global Asset Allocation.”, Journal of Investing, Vol. 9, 27-31.zh_TW
dc.relation.reference (參考文獻) Whaley, R. (2000) “The Investor Fear Gauge.”, Journal of Portfolio Management, Vol. 26,12-17.zh_TW
dc.relation.reference (參考文獻) Xu, Yexiao and Burton G. Malkiel, (2003) “Investigating the Behavior of Idiosyncratic Volatility.”, Journal of Business, Vol. 76, 613-644.zh_TW
dc.relation.reference (參考文獻) Xu, Yexiao and Burton G. Malkiel, (2006) “Idiosyncratic Risk and Security Returns.”, Working Paper.zh_TW