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研究生: 林彥廷
Lin, Yen-Ting
論文名稱: 匯率與股價指數的關聯性-以美國為例
The Relationship Between Exchange Rates and Stock Prices: Evidence from The United States of America
指導教授: 林姿妤
Lin, Tzu-Yu
學位類別: 碩士
Master
系所名稱: 社會科學院 - 經濟學系
Department of Economics
論文出版年: 2024
畢業學年度: 112
語文別: 中文
論文頁數: 45
中文關鍵詞: 匯率股價指數樣本外 Granger 因果關係Clark-West 檢定
外文關鍵詞: Exchange Rate, Stock Price Index, Out-of-Sample Granger Causality, Clark-West Test
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  • 本研究旨在探討美元兌英鎊匯率 (GBP/USD) 與美國標準普爾500股價指數 (Standard & Poor's 500, S&P 500) 之間的關聯性及預測能力。本文利用樣本外Granger因果關係檢定 (Out-of-Sample Granger Causality) 來評估匯率對股價指數的預測效果,以及反向使用股價指數預測匯率的情況。研究期間為1871年1月至2023年12月的月資料。為了提高模型的準確性,本研究選用消費者物價指數 (Consumer Price Index, CPI) 和10年期公債利率作為控制變數。最後,本研究進行了多種穩健性檢定,證實了研究結果在不同檢定方法,以及不同樣本分割比例下的一致性。
    研究結果顯示,匯率變數對股價指數的預測能力和股價指數對匯率的反向預測能力,在中期預測中有所提升,但在統計上並未達到顯著性,特別是在短期預測中的影響有限。這一不顯著的結果表明,美元兌英鎊匯率和S&P 500指數之間不存在樣本外Granger因果關係,其變動更可能受到其他總體經濟因素影響。

    This thesis aims to explore the dynamic relationship between the GBP/USD exchange rate and the U.S. Standard & Poor’s 500 (S&P 500) stock index over an extended historical period from January 1871 to December 2023. Given the increasing integration of global financial markets and the importance of understanding the interaction between foreign exchange rates and equity markets, this research investigates both the predictive power of exchange rates on stock prices and the reverse causality using out-of-sample Granger causality tests. The study employs monthly data and includes critical macroeconomic control variables such as the Consumer Price Index (CPI) and the 10-year Treasury bond yield to enhance the robustness of the analysis. The findings reveal that while some medium-term forecasts indicate slight predictive improvements, these results are statistically insignificant, especially in short-term forecasts. The lack of significant causality between the GBP/USD exchange rate and the S&P 500 index suggests that other macroeconomic factors, such as global trade balances, interest rate differentials, and international capital flows, may play a more decisive role in influencing these financial indicators. This study contributes to the literature by providing a long-term perspective on the relationship between exchange rates and stock indices, highlighting the complexities and limitations of using exchange rates as predictors for stock market performance.

    第一章 緒論 1 第二章 文獻回顧 5 第三章 資料說明 8 第四章 研究方法 12 第一節 結構性轉變分析 12 第二節 樣本外Granger因果關係檢定 13 第二節 Clark-West檢定 15 第五章 實證結果與分析 17 第一節 敘述性統計 17 第二節 ADF單根檢定分析 18 第三節 模型實證結果 18 第六章 穩健性檢定 22 第一節 預測涵蓋性檢定 22 第二節 樣本分割比例1:2 24 第三節 樣本分割比例2:1 27 第四節 擴增控制變數 29 第七章 結論與建議 31 參考文獻 33

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