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題名 波動擇時策略投資組合於台灣市場之因子投資組合之應用
Volatility Timing Strategies in Risk Factors of Taiwan Stock Market
作者 郭亭儀
Kuo, Ting-Yi
貢獻者 郭維裕
Kuo, Wei-Yu
郭亭儀
Kuo, Ting-Yi
關鍵詞 波動
因子
擇時策略
槓桿
Volatility
Factor
Timing Strategy
Leverage
日期 2020
上傳時間 1-Jul-2020 13:31:51 (UTC+8)
摘要 全球化之盛行使各國市場連動性增強,而金融危機之發生使資產的報酬分配異常,促使投資人更謹慎管理投資組合之風險,而本研究將Liu, Tang and Zhou (2019)收錄的四個波動擇時策略,應用於台灣市場的七個因子風險溢酬之投資組合,發現考量條件資訊下之策略整體表現最好,而多數策略出現槓桿使用過大的問題,但使用槓桿限制後卻會對績效有負面影響;此外,針對極端經濟情況下,以虛擬變數觀察經濟衰退對於策略權重調整的影響,並以Garch(1,1)模擬資產報酬率,避免其波動率過大等分布異常問題。
The prosperity of globalization has strengthened the market linkages of various countries, and the occurrence of the financial crisis has caused the abnormal distribution of asset returns, prompting investors to manage the risk of investment portfolios more carefully.
This study implement the four volatility timing strategies of Liu, Tang and Zhou (2019) in seven factor portfolios of the Taiwan market. It’s found that the overall performance of the strategy under the conditional information is the best, and most strategies have the problem of excessive use of leverage, but the use of leverage limits has a negative impact on performance.
In addition, for extreme economic conditions, observe the impact of economic recession on the adjustment of optimal weight of risky asset by using dummy variables. Then, use Garch(1,1) to simulate the assets return to avoid abnormal distribution problems such as excessive volatility.
參考文獻 Barroso, P., and P. Santa-Clara. (2015) “Momentum Has Its Moments.” Journal of Financial Economics, 116 (1): 111–120.

Basak, Gopal K. and Ma, Tongshu and Jagannathan, Ravi. (2004) “ A Jackknife Estimator for Tracking Error Variance of Optimal Portfolios Constructed Using Estimated Inputs“. NBER Working Paper, No. w10447.

Ferson, W. E., and A. F. Siegel. (2001) “The Efficient Use of Conditioning Information in Portfolios.” Journal of Finance, 56 (3): 967–982.

Han, Y., D. Huang, and G. Zhou. (2019) “Anomalies Enhanced: A Portfolio Re-Balancing Approach.” SSRN working paper.

Hocquard, A., S. Ng, and N. Papageorgiou. (2013) “A Constant-Volatility Framework for Managing Tail Risk.” The Journal of Portfolio Management, Vol. 39, No. 2 , pp. 28-40.

Kan, R., and G. Zhou. (2007) “Optimal Portfolio Choice with Parameter Uncertainty.” Journal of Financial and Quantitative Analysis, 42 (3): 621–656.

F. Liu, X. Tang, G. Zhou. (2019) “Volatility-Managed Portfolio: Does It Really Work?”, The Journal of Portfolio Management, Vol. 46, (1) 38-51

Moreira, A., and T. Muir. (2017) “Volatility-Managed Portfolios.” Journal of Finance, 72 (4): 1611–1644.
描述 碩士
國立政治大學
國際經營與貿易學系
107351019
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0107351019
資料類型 thesis
dc.contributor.advisor 郭維裕zh_TW
dc.contributor.advisor Kuo, Wei-Yuen_US
dc.contributor.author (Authors) 郭亭儀zh_TW
dc.contributor.author (Authors) Kuo, Ting-Yien_US
dc.creator (作者) 郭亭儀zh_TW
dc.creator (作者) Kuo, Ting-Yien_US
dc.date (日期) 2020en_US
dc.date.accessioned 1-Jul-2020 13:31:51 (UTC+8)-
dc.date.available 1-Jul-2020 13:31:51 (UTC+8)-
dc.date.issued (上傳時間) 1-Jul-2020 13:31:51 (UTC+8)-
dc.identifier (Other Identifiers) G0107351019en_US
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/130494-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 國際經營與貿易學系zh_TW
dc.description (描述) 107351019zh_TW
dc.description.abstract (摘要) 全球化之盛行使各國市場連動性增強,而金融危機之發生使資產的報酬分配異常,促使投資人更謹慎管理投資組合之風險,而本研究將Liu, Tang and Zhou (2019)收錄的四個波動擇時策略,應用於台灣市場的七個因子風險溢酬之投資組合,發現考量條件資訊下之策略整體表現最好,而多數策略出現槓桿使用過大的問題,但使用槓桿限制後卻會對績效有負面影響;此外,針對極端經濟情況下,以虛擬變數觀察經濟衰退對於策略權重調整的影響,並以Garch(1,1)模擬資產報酬率,避免其波動率過大等分布異常問題。zh_TW
dc.description.abstract (摘要) The prosperity of globalization has strengthened the market linkages of various countries, and the occurrence of the financial crisis has caused the abnormal distribution of asset returns, prompting investors to manage the risk of investment portfolios more carefully.
This study implement the four volatility timing strategies of Liu, Tang and Zhou (2019) in seven factor portfolios of the Taiwan market. It’s found that the overall performance of the strategy under the conditional information is the best, and most strategies have the problem of excessive use of leverage, but the use of leverage limits has a negative impact on performance.
In addition, for extreme economic conditions, observe the impact of economic recession on the adjustment of optimal weight of risky asset by using dummy variables. Then, use Garch(1,1) to simulate the assets return to avoid abnormal distribution problems such as excessive volatility.
en_US
dc.description.tableofcontents 第一章 緒論------------------------------------1
第二章 研究方法--------------------------------4
第一節 波動率控制策略---------------------------4
第二節 目標波動率策略---------------------------6
第三節 估計風險下的平均數–變異數投資組合配置------7
第四節 條件資訊下的最佳投資組合配置--------------8
第三章 實證結果--------------------------------9
第一節 資料來源--------------------------------9
第二節 實證結果與分析--------------------------11
一、 報酬率與波動率假設驗證--------------------11
二、 波動擇時策略績效比較---------------------13
三、 各因子的策略適用與槓桿限制應用------------32
四、 景氣循環對波動擇時策略之影響--------------37
五、 Garch(1,1)於策略之應用------------------44
第四章 結論---------------------------------48
參考文獻------------------------------------50
zh_TW
dc.format.extent 3690819 bytes-
dc.format.mimetype application/pdf-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0107351019en_US
dc.subject (關鍵詞) 波動zh_TW
dc.subject (關鍵詞) 因子zh_TW
dc.subject (關鍵詞) 擇時策略zh_TW
dc.subject (關鍵詞) 槓桿zh_TW
dc.subject (關鍵詞) Volatilityen_US
dc.subject (關鍵詞) Factoren_US
dc.subject (關鍵詞) Timing Strategyen_US
dc.subject (關鍵詞) Leverageen_US
dc.title (題名) 波動擇時策略投資組合於台灣市場之因子投資組合之應用zh_TW
dc.title (題名) Volatility Timing Strategies in Risk Factors of Taiwan Stock Marketen_US
dc.type (資料類型) thesisen_US
dc.relation.reference (參考文獻) Barroso, P., and P. Santa-Clara. (2015) “Momentum Has Its Moments.” Journal of Financial Economics, 116 (1): 111–120.

Basak, Gopal K. and Ma, Tongshu and Jagannathan, Ravi. (2004) “ A Jackknife Estimator for Tracking Error Variance of Optimal Portfolios Constructed Using Estimated Inputs“. NBER Working Paper, No. w10447.

Ferson, W. E., and A. F. Siegel. (2001) “The Efficient Use of Conditioning Information in Portfolios.” Journal of Finance, 56 (3): 967–982.

Han, Y., D. Huang, and G. Zhou. (2019) “Anomalies Enhanced: A Portfolio Re-Balancing Approach.” SSRN working paper.

Hocquard, A., S. Ng, and N. Papageorgiou. (2013) “A Constant-Volatility Framework for Managing Tail Risk.” The Journal of Portfolio Management, Vol. 39, No. 2 , pp. 28-40.

Kan, R., and G. Zhou. (2007) “Optimal Portfolio Choice with Parameter Uncertainty.” Journal of Financial and Quantitative Analysis, 42 (3): 621–656.

F. Liu, X. Tang, G. Zhou. (2019) “Volatility-Managed Portfolio: Does It Really Work?”, The Journal of Portfolio Management, Vol. 46, (1) 38-51

Moreira, A., and T. Muir. (2017) “Volatility-Managed Portfolios.” Journal of Finance, 72 (4): 1611–1644.
zh_TW
dc.identifier.doi (DOI) 10.6814/NCCU202000654en_US