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題名 聯準會模型在亞洲市場之實證分析
An adjusted Fed-model for valuation of Asia stock markets
作者 陳喬羚
Chen, Chiao Ling
貢獻者 郭維裕
Kuo, Wei Yu
陳喬羚
Chen, Chiao Ling
關鍵詞 聯準會模型
結構性變異
FED model
structure break
日期 2011
上傳時間 30-Oct-2012 10:55:21 (UTC+8)
摘要 本研究探討了收益率(earnings yield)和亞洲市場的長期政府債券收益率( long term government bond yield)的關係。並且運用結構性變異來以提高聯準會模型和股價的相關性。聯準會模型是用來判斷市場是否高估或低估股價或在其公允價值。本研究在亞洲十個主要市場進行實證研究,探討聯準會模型中不同的時間跨度的關係。結果顯示在亞洲國家,大盤的收益率和幾個月後的長期政府債券收益率之間有強關聯性。本研究通過迴歸分析研究來研究此模型的預測能力,並考慮不同的結構性變異檢定法ROC 和Bai_Perron檢定,結論顯示了ROC 檢定法更有效的偵測結構變異,提高聯準會模型的預測能力。
This paper examines the possible relationship the earnings yield and long term government bond yield for the Asia markets. We apply structure break test to improve the Fed-model, which is used to judge whether stock prices are too high, too low or at their fair value. The paper examines the relationship proposed by the Fed- model with different time horizons. The findings reveal a strong association between long term government yield and the earnings yield in months later. The difference between the earnings yield and real bond yield is a shorthand measure for expected returns and we examine the predictive power of this measure by regression analysis. Considering ROC test and Bai_Perron test, it shows ROC test improves the forecasting power of Fed model with a better result.
參考文獻 1 Asness, C. (2003). "Fight the Fed model." Journal of Portfolio Management 30(1): 11-24,14.
     2 Bekaert, G. and E. Engstrom (2010). "Inflation and the stock market: Understanding the “Fed Model”." Journal of Monetary Economics 57(3): 278-294.
     3 Berge, K., G. Consigli, et al. (2008). "The Predictive Ability of the Bond-Stock Earnings Yield Differential Model." Journal of Portfolio Management 34(3): 63-80,66.
     4 Christophe, F. and E. Julian Van (2005). "The Price of Gold: A Global Required Yield Theory." Journal of Investing 14(1): 99-111.
     5 Estrada, J. (2009). "The fed model: The bad, the worse, and the ugly." The Quarterly Review of Economics and Finance 49(2): 214-238.
     6 Giot, P. (2005). "Relationships Between Implied Volatility Indexes and Stock Index Returns." Journal of Portfolio Management 31(3): 92-100.
     7 Koivu, M., T. Pennanen, et al. (2005). "Cointegration analysis of the Fed model." Finance Research Letters 2(4): 248-259.
     8 Malkiel, B. G. (2004). "MODELS OF STOCK MARKET PREDICTABILITY." The Journal of Financial Research 27(4): 449-459.
     9 Manzan, S. and F. H. Westerhoff (2007). "Heterogeneous expectations, exchange rate dynamics and predictability." Journal of Economic Behavior & Organization 64(1): 111.
     10 Pesaran, M. H. and A. Timmermann (2002). "Market timing and return prediction under model instability." Journal of Empirical Finance 9(5): 495-510.
     11 Salomons, R. (2006). "A Tactical Implication of Predictability: Fighting the FED Model." Journal of Investing 15(2): 87-98,85.
     12 Weigand, R. A. and R. Irons (2007). "The Market P/E Ratio, Earnings Trends, and Stock Return Forecasts." Journal of Portfolio Management 33(4): 87-101,107-108.
描述 碩士
國立政治大學
國際經營與貿易研究所
99351026
100
資料來源 http://thesis.lib.nccu.edu.tw/record/#G0099351026
資料類型 thesis
dc.contributor.advisor 郭維裕zh_TW
dc.contributor.advisor Kuo, Wei Yuen_US
dc.contributor.author (Authors) 陳喬羚zh_TW
dc.contributor.author (Authors) Chen, Chiao Lingen_US
dc.creator (作者) 陳喬羚zh_TW
dc.creator (作者) Chen, Chiao Lingen_US
dc.date (日期) 2011en_US
dc.date.accessioned 30-Oct-2012 10:55:21 (UTC+8)-
dc.date.available 30-Oct-2012 10:55:21 (UTC+8)-
dc.date.issued (上傳時間) 30-Oct-2012 10:55:21 (UTC+8)-
dc.identifier (Other Identifiers) G0099351026en_US
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/54392-
dc.description (描述) 碩士zh_TW
dc.description (描述) 國立政治大學zh_TW
dc.description (描述) 國際經營與貿易研究所zh_TW
dc.description (描述) 99351026zh_TW
dc.description (描述) 100zh_TW
dc.description.abstract (摘要) 本研究探討了收益率(earnings yield)和亞洲市場的長期政府債券收益率( long term government bond yield)的關係。並且運用結構性變異來以提高聯準會模型和股價的相關性。聯準會模型是用來判斷市場是否高估或低估股價或在其公允價值。本研究在亞洲十個主要市場進行實證研究,探討聯準會模型中不同的時間跨度的關係。結果顯示在亞洲國家,大盤的收益率和幾個月後的長期政府債券收益率之間有強關聯性。本研究通過迴歸分析研究來研究此模型的預測能力,並考慮不同的結構性變異檢定法ROC 和Bai_Perron檢定,結論顯示了ROC 檢定法更有效的偵測結構變異,提高聯準會模型的預測能力。zh_TW
dc.description.abstract (摘要) This paper examines the possible relationship the earnings yield and long term government bond yield for the Asia markets. We apply structure break test to improve the Fed-model, which is used to judge whether stock prices are too high, too low or at their fair value. The paper examines the relationship proposed by the Fed- model with different time horizons. The findings reveal a strong association between long term government yield and the earnings yield in months later. The difference between the earnings yield and real bond yield is a shorthand measure for expected returns and we examine the predictive power of this measure by regression analysis. Considering ROC test and Bai_Perron test, it shows ROC test improves the forecasting power of Fed model with a better result.en_US
dc.description.tableofcontents 1 Introduction 2
     2 Data 5
     3 Frameworks for analysis 12
     3.1 Methodology-regression 12
     3.2 Methodology _Structural Change Test 13
     4 Empirical Result 14
     4.1 Regression Result 14
     4.2 Out-of-sample Forecasting Result 20
     5 Conclusion 25
     6 Reference 26
zh_TW
dc.language.iso en_US-
dc.source.uri (資料來源) http://thesis.lib.nccu.edu.tw/record/#G0099351026en_US
dc.subject (關鍵詞) 聯準會模型zh_TW
dc.subject (關鍵詞) 結構性變異zh_TW
dc.subject (關鍵詞) FED modelen_US
dc.subject (關鍵詞) structure breaken_US
dc.title (題名) 聯準會模型在亞洲市場之實證分析zh_TW
dc.title (題名) An adjusted Fed-model for valuation of Asia stock marketsen_US
dc.type (資料類型) thesisen
dc.relation.reference (參考文獻) 1 Asness, C. (2003). "Fight the Fed model." Journal of Portfolio Management 30(1): 11-24,14.
     2 Bekaert, G. and E. Engstrom (2010). "Inflation and the stock market: Understanding the “Fed Model”." Journal of Monetary Economics 57(3): 278-294.
     3 Berge, K., G. Consigli, et al. (2008). "The Predictive Ability of the Bond-Stock Earnings Yield Differential Model." Journal of Portfolio Management 34(3): 63-80,66.
     4 Christophe, F. and E. Julian Van (2005). "The Price of Gold: A Global Required Yield Theory." Journal of Investing 14(1): 99-111.
     5 Estrada, J. (2009). "The fed model: The bad, the worse, and the ugly." The Quarterly Review of Economics and Finance 49(2): 214-238.
     6 Giot, P. (2005). "Relationships Between Implied Volatility Indexes and Stock Index Returns." Journal of Portfolio Management 31(3): 92-100.
     7 Koivu, M., T. Pennanen, et al. (2005). "Cointegration analysis of the Fed model." Finance Research Letters 2(4): 248-259.
     8 Malkiel, B. G. (2004). "MODELS OF STOCK MARKET PREDICTABILITY." The Journal of Financial Research 27(4): 449-459.
     9 Manzan, S. and F. H. Westerhoff (2007). "Heterogeneous expectations, exchange rate dynamics and predictability." Journal of Economic Behavior & Organization 64(1): 111.
     10 Pesaran, M. H. and A. Timmermann (2002). "Market timing and return prediction under model instability." Journal of Empirical Finance 9(5): 495-510.
     11 Salomons, R. (2006). "A Tactical Implication of Predictability: Fighting the FED Model." Journal of Investing 15(2): 87-98,85.
     12 Weigand, R. A. and R. Irons (2007). "The Market P/E Ratio, Earnings Trends, and Stock Return Forecasts." Journal of Portfolio Management 33(4): 87-101,107-108.
zh_TW