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研究生: 洪浚維
Hung, Chun-Wei
論文名稱: 市場財務與總體經濟指標預測臺灣股市風險溢酬之表現
Predictive performance of financial and macroeconomic indicators on equity premium in Taiwan Stock Market
指導教授: 鍾令德
Chung, Ling-Tak
口試委員: 邱信瑜
Chiu, Hsin-Yu
徐政義
Shiu, Cheng-Yi
學位類別: 碩士
Master
系所名稱: 商學院 - 國際經營與貿易學系
Department of International Business
論文出版年: 2024
畢業學年度: 112
語文別: 中文
論文頁數: 51
中文關鍵詞: 市場風險溢酬預測樣本外預測穩健性檢定
外文關鍵詞: Market risk premium, Prediction, Out-of-Sample prediction, Robustness check
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  • 本研究檢驗 18 項市場財務指標與總體經濟指標在預測臺灣股票市場風險溢酬的表現。在樣本內預測中,僅有 4 項指標與市場風險溢酬的相關性符合理論預期,樣本外預測表現上,有 12 (11) 項指標在以 5 (10) 年為初始期間作為估計時顯著優於市場風險溢酬的歷史平均數。消費者物價指數年增率 (CPI) 是唯一在樣本內與樣本外預測的擁有良好表現的指標,以 CPI 作為市場投資組合的擇時工具,累積報酬率與夏普比率均優於長期持有臺灣加權指數。但是在 2009 作為投資組合初始投資期間下,無法提升長期持有策略的報酬率與夏普比率,可能源自於中央銀行近年採取通膨目標化的立場,使市場更加朝向效率市場運作。


    The paper compares the performance of 18 market financial and macroeconomic indicators in predicting the equity premium of the Taiwan Stock Exchange Capitalization Weighted Stock Index. In-sample (IS) tests reveal that only four indicators have the correct predictive signs in line with economic theories. Using 5 (10)-year initial periods, 12 (11) indicators beat the rolling average of the equity premium in out-of-sample(OOS) tests. The annual inflation rate in Taiwan is the only indicator that performs well in both IS and OOS tests. Market timing strategies based on the annual inflation rate outperform the passive buy-and-hold strategy in backtests. However, their performance has weakened significantly since 2009, in line with improved market efficiency and the Taiwan Central Bank’s policy stance on inflation targeting.

    第一章 緒論 1
    第一節 研究背景與動機 1
    第二節 研究目的 2

    第二章 文獻回顧與資料說明 4
    第一節 市場財務指標 4
    第二節 總體經濟指標 7
    第三節 指標的樣本外預測能力 10
    第四節 樣本外預測的統計效果 11

    第三章 研究方法 13
    第一節 第一階段: 檢視指標樣本內與樣本外的預測表現 13
    第二節 第二階段: 指標作為投資策略擇時工具的表現回測 15

    第四章 實證結果與分析 18
    第一節 第一階段: 檢視指標樣本內與樣本外的預測表現 18
    第二節 第二階段: 指標作為投資策略擇時工具的表現回測 33

    第五章 結論與建議 38
    第一節 結論 38
    第二節 限制與建議 38

    參考文獻 40

    附錄 43

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