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博碩士論文 etd-0611113-183052 詳細資訊
Title page for etd-0611113-183052
論文名稱
Title
滾動式分量回歸之外匯曝險分析
Quantile Regression with Rolling Model Analysis of Exchange Rate Exposure
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
65
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2013-06-11
繳交日期
Date of Submission
2013-07-11
關鍵字
Keywords
經濟部門、滾動式分量回歸、股價報酬、不對稱性外匯風險、外匯曝險
Stock return, Quantile regression with rolling model, Economic sector, Exchange rate exposure, Asymmetric exchange rate exposure
統計
Statistics
本論文已被瀏覽 5810 次,被下載 334
The thesis/dissertation has been browsed 5810 times, has been downloaded 334 times.
中文摘要
本篇論文檢驗人民幣未預期匯率變動對美國股市的重要性。並以GICS分類方法,將S&P 500 細分成10個經濟部門,依此來研究未預期匯率變動和不對稱性外匯風險對不同經濟部門所造成的影響。本篇論文採用滾動回歸(Rolling regression)之下的OLS及分量模型來檢測動態外匯曝險係數。並進一步綜合比較動、靜態外匯曝險係數,發現,以滾動式分量回歸方法,最能符合股市對未預期匯率變動的反應情形,所檢測的不同經濟部門外匯曝險情形也較準確。
Abstract
This paper examines the importance of unexpected CNY/USD exchange rate impacts on S&P 500 stock returns during the period 2002 - 2012 and the asymmetric exchange rate exposure phenomenon in response to currency appreciation and depreciation. More specifically, it investigates of 10 economic sectors’ unexpected risk exposures. We use the rolling regression method to examine the exchange rate movements on stock returns. The results reveal that applying quantile regression with rolling model to detect unexpected exposure overwhelms the traditional static approach and rolling regression with OLS model. Furthermore, there are strong evidences that exchange rate exposure takes into consideration of dynamic and industrial effect, implying that quantile regression capture unexpected impacts more accurately.
目次 Table of Contents
Table of contents
論文審定書 i
誌謝 ii
中文摘要 iii
Abstract iv
Section 1. Introduction 1
1.1 research motivation and purpose 3
Section 2. Literature review 6
2.1 The measure of the unexpected exchange rate exposure 6
2.2 The determinants of exchange rate exposure 8
Section 3. Methodology 9
3.1 The first step – Rolling regression with OLS 9
3.2 The first step – Quantile regression with rolling model 10
3.3 The second step –the determinant of exchange rate exposure 11
Section 4. Data and descriptive 12
Section 5. Empirical results 15
5.1 The first step - static result 15
5.2 The first step - dynamic result 18
5.3 The second step 38
Section 6. Conclusion 42

Appendix 44
References 54
參考文獻 References
References
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