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    Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/110809


    Title: 外匯報酬三因子模型之利差、動能交易策略成因分析
    The driving forces behind the carry trade and momentum strategy in three-factors foreign exchange returns model
    Authors: 黃品翔
    Huang, Ping Hsiang
    Contributors: 林建秀
    Lin, Chien Hsiu
    黃品翔
    Huang, Ping Hsiang
    Keywords: 外匯交易
    利差交易策略
    動能交易策略
    行為財務
    FX trading
    Carry trade strategy
    Momentum trade strategy
    Behavioral finance
    Date: 2017
    Issue Date: 2017-07-11 11:35:11 (UTC+8)
    Abstract: 本研究主要是以「外匯報酬三因子模型」為基礎，故先檢視在本樣本期間內(1985/2至2016/10) ，以雙分類法將37國主流貨幣分為9個投組後，外匯超額報酬解釋力，是否會因加入動能策略因子形成之三因子模型，而較原本兩因子模型(市場因子、利差策略因子)來的強？最終測得三因子模型在判斷係數及殘差等適切度表現較佳。

    接著利用逐步迴歸分析法(限制所有自變數均須於90%信心水準內顯著)嘗試尋找獲利成因，主要挑選出不同面向之11種經濟成因因子(股價指數波動、投機活動、流動性、貨幣波動、落後短期利率、落後股利率、落後期限利差、落後違約利差、)落後避險基金套利資本、工業生產量及通膨率因子)來檢測可否解釋三因子模型中獲取報酬之利差、動能策略因子，並利用Fama-MacBeth兩步驟橫斷面迴歸法評估模型市場定價能力。結果發現定價能力均顯著，而利差交易策略之成因為股價指數波動因子(△EVOL)，因其可能連動匯率波動而呈現負相關；動能交易策略成因則為股價指數波動因子(△EVOL)及落後期限利差因子(△LTS)，主要因動能交易主要來自於市場資訊反應不完全，前者成因因子提供更大的動量執行交易策略、後者則因投資人在不同景氣循環下而有不同的投資反應，如景氣擴張的過度自信與樂觀、景氣衰退下產生行為財務領域中的處置效果，使兩成因與動能策略因子呈現正相關。
    This paper is based on the model of three-factors foreign exchange returns. So we test whether three-factors FX model which adds the factor of momentum can have stronger ability to explain currency excess return than two-factors FX model in the sampling period of February 1985 to October 2016. And the 37 kinds of currency are sorted by double sort method and become 9 portfolios. Finally, no matter coefficient of determination or residual error, three-factors FX model performs well.

    Further, we use stepwise LS regression (independent variable should have statistical significance in 90% confidence interval) to find which factor we choose can cause carry and momentum strategy profit in three-factors FX model. Next, using Fama-MacBeth two-step regression to estimate the asset pricing ability. The results represent that all contribution factors which get from stepwise LS method are significant. Carry trade strategy and △EVOL are negative correlation, because volatility of stock index will influence volatility of FX. And there have the positive correlation between momentum trade strategy and two factors(△EVOL and △LTS). Just because the profit from momentum strategy comes from the incomplete reaction of market information and △EVOL give more motive force. Besides, there have different investment reactions in diverse business cycle. Investors are over confident and optimistic during the period of recession and have disposition effect during the period of boom.
    Reference: Akbas, F., Armstrong, W. J., Sorescu, S., & Subrahmanyam, A. (2015). Smart money, dumb money, and capital market anomalies. Journal of Financial Economics, 118(2), 355-382.
    Ang, A., Hodrick, R., Xing, Y., & Zhang, X. (2006). The Cross-Section of Volatility and Expected Returns. Journal of Finance, 61(1), 259-299.
    Asness, C. S., Moskowitz, T. J., & Pedersen, L. (2013). Value and Momentum Everywhere. Journal of Finance, 68(3), 929-985.
    Bakshi, G., Gao Bakshi, X., & Rossi, A. G. (2015). Understanding the sources of risk underlying the cross-section of commodity returns.
    Bansal, R., & Dahlquist, M. (1999). The Forward Premium Puzzle: Different Tales from Developed and Emerging Economies.
    Barberis, N., Shleifer, A., & Vishny, R. (1998). A model of investor sentiment. Journal of Financial Economics, 49(3), 307-343.
    Bilson, J. (1981). The "Speculative Efficiency" Hypothesis. The Journal of Business, 54(3), 435-451.
    Brunnermeier, M., & Pedersen, L. (2007). Market Liquidity and Funding Liquidity.
    Burnside, C., Eichenbaum, M., & Rebelo, S. (2008). Carry Trade: The Gains of Diversification. Journal of the European Economic Association, 6(2-3), 581-588.
    Burnside, C., Eichenbaum, M., & Rebelo, S. (2011). Carry Trade and Momentum in Currency Markets.
    Chaboud, A. P., & Wright, J. (2005). Uncovered interest parity: it works, but not for long. Journal of International Economics, 66(2), 349-362.
    Charoenrook,A,(2005),Does Sentiment Matter?(Working Paper,No:3301937).Vanderbilt University.
    Chordia, T., & Shivakumar, L. (2002). Momentum, Business Cycle, and Time-varying Expected Returns. Journal of Finance, 57(2), 985-1019.
    Clarida, R., Davis, J., & Pedersen, N. (2009). Currency carry trade regimes: Beyond the Fama regression. Journal of International Money and Finance, 28(8), 1375-1389.
    Cochrane, J. H. (2009). Asset Pricing: (Revised Edition): Princeton University Press.
    Corcoran, A. (2009). The Determinants of Carry Trade Risk Premia.
    Daniel, K., Hirshleifer, D., & Subrahmanyam, A. (1998). Investor Psychology and Security Market Under- and Overreactions. Journal of Finance, 53(6), 1839-1885.
    Engel, C. (1996). The forward discount anomaly and the risk premium: A survey of recent evidence. Journal of Empirical Finance, 3(2), 123-192.
    Fama, E. (1970). Efficient Capital Markets: A Review of Theory and Empirical Work. Journal of Finance, 25(2), 383-417.
    Fama, E. (1990). Stock Returns, Expected Returns, and Real Activity. Journal of Finance, 45(4), 1089-1108.
    Fama, E., & French, K. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33(1), 3-56.
    Fama, E., & MacBeth, J. D. (1973). Risk, Return, and Equilibrium: Empirical Tests. Journal of Political Economy, 81(3), 607-636.
    Fama, E. F. (1984). Forward and spot exchange rates. Journal of Monetary Economics, 14(3), 319-338.
    Fama, E. F., & French, K. (1988). Dividend yields and expected stock returns. Journal of Financial Economics, 22(1), 3-25.
    Filippou, I., & Taylor, M. P. (2014). Common Macro Factors and Currency Premia.
    Flood, M. (1993). Market structure and inefficiency in the foreign exchange market.
    Galati, G., & Melvin, M. (2004). Why has FX trading surged? BIS Quarterly Review.
    Geske, R., & Roll, R. (1983). The Fiscal and Monetary Linkage between Stock Returns and Inflation. Journal of Finance, 38(1), 1-33.
    Green, C., Maggioni, P., & Murinde, V. (2000). Regulatory lessons for emerging stock markets from a century of evidence on transactions costs and share price volatility in the London Stock Exchange. Journal of Banking & Finance, 24(4), 577-601.
    Grinblatt, M., & Han, B. (2005). Prospect theory, mental accounting, and momentum. Journal of Financial Economics, 78(2), 311-339.
    Gyntelberg, J., & Remolona, E. (2007). Risk in carry trades: a look at target currencies in Asia and the Pacific. BIS Quarterly Review.
    Jegadeesh, N. (2001). Profitability of Momentum Strategies: An Evaluation of Alternative Explanations. Journal of Finance, 56(2), 699-720.
    Jegadeesh, N., & Titman, S. (1993). Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency. Journal of Finance, 48(1), 65-91.
    Jylhä, P., Rinne, K., & Suominen, M. (2014). Do Hedge Funds Supply or Demand Liquidity? Review of Finance, 18(4), 1259-1298.
    Jylhä, P., & Suominen, M. (2011). Speculative capital and currency carry trades. Journal of Financial Economics, 99(1), 60-75.
    K. Brunnermeier, M., & Nagel, S. (2004). Hedge Funds and the Technology Bubble. The Journal of Finance, 59(5), 2013-2040. doi:10.1111/j.1540-6261.2004.00690.x
    Karoui, A., e-finance, E. d. h. é. c. C. d. r. e., & e-finance, H. M. C. d. r. e. (2006). The Correlation Between FX Rate Volatility and Stock Exchange Returns Volatility: An Emerging Markets Overview: HEC Montréal, Centre de recherche en e-finance.
    Kaul, G. (1987). Stock returns and inflation: The role of the monetary sector. Journal of Financial Economics, 18(2), 253-276.
    Lamont, O., & Stein, J. (2004). Aggregate Short Interest and Market Valuations. American Economic Review, 94(2), 29-32.
    Leon, H., Sarno, L., & Valente, G. (2006). Nonlinearity in Deviations from Uncovered Interest Parity: An Explanation of the Forward Bias Puzzle.
    Lesmond, D. A. (2005). Liquidity of emerging markets. Journal of Financial Economics, 77(2), 411-452.
    Lintner, J. (1965). The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets. The Review of Economics and Statistics, 47(1), 13-37. doi:10.2307/1924119
    Ludvigson, S., & Ng, S. (2009). Macro Factors in Bond Risk Premia. Review of Financial Studies, 22(12), 5027-5067.
    Lustig, H., Roussanov, N., & Verdelhan, A. (2011). Common Risk Factors in Currency Markets. The Review of Financial Studies, 24(11), 3731-3777. doi:10.1093/rfs/hhr068
    Lustig, H., Roussanov, N., & Verdelhan, A. (2014). Countercyclical currency risk premia. Journal of Financial Economics, 111(3), 527-553.
    Menkhoff, L., Sarno, L., Schmeling, M., & Schrimpf, A. (2012a). Carry Trades and Global Foreign Exchange Volatility. Journal of Finance, 67(2), 681-718.
    Menkhoff, L., Sarno, L., Schmeling, M., & Schrimpf, A. (2012b). Currency Momentum Strategies.
    Moosa, I. A. (2010). The Profitability of Carry Trade - La redditività del carry trade. Economia Internazionale / International Economics, 63(3), 361-380.
    Okunev, J., & White, D. (2003). Do Momentum-Based Strategies Still Work in Foreign Currency Markets? Journal of Financial and Quantitative Analysis, 38(02), 425-447.
    Pastor, L., & Stambaugh, R. (2001). Liquidity Risk and Expected Stock Returns.
    Plantin, G., & Shin, H. S. (2011). Carry Trades, Monetary Policy and Speculative Dynamics.
    Rouwenhorst, K. (1998). International Momentum Strategies. Journal of Finance, 53(1), 267-284.
    Rouwenhorst, K. (1999). Local Return Factors and Turnover in Emerging Stock Markets. Journal of Finance, 54(4), 1439-1464.
    Schwert, G. (1989). Business Cycles, Financial Crises, and Stock Volatility.
    Schwert, G. (1989). Why Does Stock Market Volatility Change over Time? Journal of Finance, 44(5), 1115-1153.
    Sharpe, W. (1964). CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK. Journal of Finance, 19(3), 425-442.
    Shefrin, H., & Statman, M. (1985). The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence. Journal of Finance, 40(3), 777-790.
    The Behavior of Japanese Individual Investors During Bull and Bear Markets. (2007). Journal of Behavioral Finance, 8(3), 138-153. doi:10.1080/15427560701545598
    Tversky, A., & Kahneman, D. (1979). Prospect Theory: An Analysis of Decision under Risk.
    周賓凰、池祥萱、周冠男、龔怡霖(2002)。行為財務學：文獻回顧與展望。證券市場發展季刊，14，1-46。
    黃祺真(2016)。匯率報酬的三因子。 國立政治大學金融研究所碩士論文,台北市.
    Description: 碩士
    國立政治大學
    金融學系
    104352016
    Source URI: http://thesis.lib.nccu.edu.tw/record/#G1043520161
    Data Type: thesis
    Appears in Collections:[Department of Money and Banking] Theses

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