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  1. NTU Theses and Dissertations Repository
  2. 管理學院
  3. 財務金融學系
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/38373
完整後設資料紀錄
DC 欄位值語言
dc.contributor.advisor何淮中
dc.contributor.authorHong-Wei Chuangen
dc.contributor.author莊宏瑋zh_TW
dc.date.accessioned2021-06-13T16:31:44Z-
dc.date.available2016-08-01
dc.date.copyright2011-07-27
dc.date.issued2011
dc.date.submitted2011-07-19
dc.identifier.citationAsness, C., J. Liew, and R. Stevens, 1997, “Parallels between the cross-sectional predictability
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the rewards to momentum investing,” Review of Financial Studies, 14, 29.
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dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/38373-
dc.description.abstract本論文首先檢視傳統的動能策略從1930年1月到2010年12月在美國股票市場之表現, 發現在市場大跌之後,此投資組合同樣也面臨大的下跌風險,尤其是在2000年的網路泡沫與2008年的信用風暴之後。
本論文試著以殘差分析與價格風險調整來改進傳統的動能策略,主要有兩部分: 第一部分為利用各個股票之報酬率與殘差報酬率分別排序來建立投資組合;第二部分為調整傳統動能策略投資組合之價格風險。此利用殘差分析或價格風險調整後的投資組合,其表現皆會優於傳統的動能策略。
zh_TW
dc.description.abstractThis dissertation first examines the performance of the conventional momentum strategy in the U.S. stock market over the period from January 1930 to December 2010. We can find, after the market collapses, the investment portfolio' s perfomance of the conventionalmomentum strategy faces a large drawdown risk. This is especially profound after the Dot-Com bubble in 2000 and the Credit Crash in 2008.
We then propose two types of modifications to improve the conventional momentum strategy by using the residual analysis and the price-risk adjustment. To form the portfolios, the first modification is based on independently sorting the stocks according to their total returns and residual returns. The second is to adjust the price risk of the portfolios. These portfolios formed by the residual analysis or the price-risk adjustment perform better than the conventional momentum strategy.
en
dc.description.provenanceMade available in DSpace on 2021-06-13T16:31:44Z (GMT). No. of bitstreams: 1
ntu-100-D94723005-1.pdf: 2756484 bytes, checksum: a9cf5f3da1e96013412ef15046763414 (MD5)
Previous issue date: 2011
en
dc.description.tableofcontents誌謝i
中文摘要ii
英文摘要iii
1 Introduction 1
1.1 Momentum Strategies . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2
1.2 Momentum Crashes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
1.3 Residual Momentum . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
1.4 Price Risk Adjustment . . . . . . . . . . . . . . . . . . . . . . . . . . . 5
2 Related Literature 7
2.1 Empirical Evidence . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8
2.1.1 Long Horizon Return Predictability . . . . . . . . . . . . . . . . 8
2.1.2 Intermediate Horizon Return Predictability . . . . . . . . . . . . 11
2.2 Theoretical Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13
2.2.1 Barberis, Shleifer and Vishny Model . . . . . . . . . . . . . . . . 13
2.2.2 Daniel, Hirshleifer and Subrahmanyam Model . . . . . . . . . . 16
2.2.3 Hong and Stein Model . . . . . . . . . . . . . . . . . . . . . . . 18
3 Momentum Strategy 21
3.1 Data and Portfolio Formation . . . . . . . . . . . . . . . . . . . . . . . . 21
3.2 Momentum Portfolio Performance . . . . . . . . . . . . . . . . . . . . . 23
3.3 Momentum Crashes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26
3.4 Robustness Check . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 29
4 Residual Momentum Strategy 34
4.1 Cross-Sectional Residual Momentum . . . . . . . . . . . . . . . . . . . 35
4.2 Time Series Momentum . . . . . . . . . . . . . . . . . . . . . . . . . . . 37
4.3 Time Series Residual Momentum . . . . . . . . . . . . . . . . . . . . . . 39
4.4 Data and Methodology . . . . . . . . . . . . . . . . . . . . . . . . . . . 42
4.5 Empirical results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 45
5 Price Risk Adjustment 52
5.1 Price-Risk-Information-Diffusion Model . . . . . . . . . . . . . . . . . . 54
5.1.1 Naive Newswatchers . . . . . . . . . . . . . . . . . . . . . . . . 54
5.1.2 Front-running Newswatchers . . . . . . . . . . . . . . . . . . . . 55
5.1.3 Momentum Traders . . . . . . . . . . . . . . . . . . . . . . . . . 56
5.1.4 Equilibrium Discussion . . . . . . . . . . . . . . . . . . . . . . . 58
5.1.5 Numerical Analysis . . . . . . . . . . . . . . . . . . . . . . . . . 59
5.2 Data and Methodology . . . . . . . . . . . . . . . . . . . . . . . . . . . 61
5.3 Price-Risk-Adjusted Momentum Strategies . . . . . . . . . . . . . . . . 63
5.4 Robustness Check . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65
6 Conclusions and Future Researches 73
References 75
dc.language.isoen
dc.subject價格風險zh_TW
dc.subject動能策略zh_TW
dc.subject殘差分析zh_TW
dc.subjectMomentum Strategyen
dc.subjectPrice Risken
dc.subjectResidual Analysisen
dc.title再論動能策略-利用殘差分析與價格風險調整zh_TW
dc.titleRevisit The Momentum Strategy-Residual Analysis and Price Risk Adjustmenten
dc.typeThesis
dc.date.schoolyear99-2
dc.description.degree博士
dc.contributor.oralexamcommittee葉小蓁,胡星陽,王克陸,顏盟?
dc.subject.keyword動能策略,殘差分析,價格風險,zh_TW
dc.subject.keywordMomentum Strategy,Residual Analysis,Price Risk,en
dc.relation.page78
dc.rights.note有償授權
dc.date.accepted2011-07-19
dc.contributor.author-college管理學院zh_TW
dc.contributor.author-dept財務金融學研究所zh_TW
顯示於系所單位:財務金融學系

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