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論文名稱 Title |
以平滑轉換迴歸探討台灣匯率與貿易餘額的關聯 The Relationship between Taiwan's Exchange Rate and Trade Balance Using Smooth Transition Regression |
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系所名稱 Department |
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畢業學年期 Year, semester |
語文別 Language |
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學位類別 Degree |
頁數 Number of pages |
47 |
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研究生 Author |
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指導教授 Advisor |
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召集委員 Convenor |
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口試委員 Advisory Committee |
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口試日期 Date of Exam |
2025-06-19 |
繳交日期 Date of Submission |
2025-07-15 |
關鍵字 Keywords |
馬婁條件、區位轉換、產業結構、弱勢台幣、短期影響 Marshall-Lener condition, Regime switching, industrial composition, weak-currency, short-term effects |
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統計 Statistics |
本論文已被瀏覽 323 次,被下載 17 次 The thesis/dissertation has been browsed 323 times, has been downloaded 17 times. |
中文摘要 |
過去關於貿易餘額與匯率之間關係的文獻,往往以長期穩定關係的估計式分析馬婁條件是否成立,本文則欲分析隨著經濟環境的變化,貿易餘額與匯率的關係是否會存在區位轉換(regime switching)的現象。 本文採用2001Q1至2024Q4台美之間的季資料,以機械與電機設備占比做為轉換換變數,建構平滑轉換模型,分析台美所得,匯率三者的短期變動,對貿易餘額的影響,實證結果顯示:在機械與電機設備占比較低時,台幣貶值增幅有助於貿易餘額成長率;但當占比升高,貶值反而抑制貿易餘額成長率上升,此現象顯示弱勢本國貨幣政策在產業結構轉變下可能失效。所得變數亦呈現區位效果,反映經濟體在不同產業階段下的外需與內需敏感性差異。此外,轉換變數亦成功識別出2012Q4左右的震盪區間,顯示模型具備辨識潛在結構轉變之能力。綜合而言,本文指出:在以機械與電機設備為主的出口結構下,傳統貶值促進貿易的邏輯可能不再適用,政策制定者應重新評估匯率操作對貿易的實際效果。 |
Abstract |
Traditional literature examining the relationship between trade balance and exchange rate often tests the validity of the Marshall-Lerner condition by estimating long-term stable relationships. In contrast, this study aims to analyze whether regime shifts exist in the relationship between trade balance and exchange rate as the economic environment evolves. Using quarterly data from 2001Q1 to 2024Q4 between Taiwan and the United States, this paper employs the share of the electronics industry as a transition variable to construct a smooth transition model. The model examines the short-term effects of Taiwan–U.S. income and exchange rate movements on the trade balance. Empirical results indicate that when the electronics sector accounts for a smaller share, a depreciation of the New Taiwan dollar contributes positively to the growth rate of the trade balance. However, when the electronics sector becomes more dominant, currency depreciation actually suppresses the growth of the trade balance. This suggests that a weak-currency policy may become ineffective amid structural changes in the industrial composition. Income variables also exhibit regime-dependent effects, reflecting differing sensitivities of external and internal demand across stages of industrial development. Furthermore, the transition variable successfully captures the turbulence around 2012Q4, demonstrating the model's capability to detect potential structural changes. Overall, this study highlights that in an export structure dominated by the electronics industry, the conventional logic of depreciation-led trade promotion may no longer hold. Policymakers should reconsider the actual effectiveness of exchange rate interventions under such structural conditions. |
目次 Table of Contents |
目錄 論文審定書 i 誌謝 ii 摘要 iii Abstract iv 目錄 v 圖次 vii 表次 viii 第一章 緒論 1 第一節 前言 1 第二節 研究動機與目的 1 第三節 研究方法 3 第二章 文獻回顧 5 第一節 馬婁條件相關文獻 5 第二節 非線性迴歸相關文獻 7 第三章 經濟理論與實證方法 9 第一節 馬婁條件 9 第二節 單根檢定 10 1. ADF檢定(Augmented Dickey–Fuller test) 11 2. PP 檢定(Phillips-Perron test) 12 3. KPSS檢定(Kwiatkowski–Phillips–Schmidt–Shin Test) 13 第三節 共整合檢定 13 第四節 平滑轉換模型 14 第五節 檢定步驟 17 1. 線性檢定 17 第六節 診斷性檢定 19 1. 無序列相關檢定(No autocorrelation test) 19 2. 無剩餘非線性檢定(No Remaining Additive Nonlinearity Test) 19 3. 常態性檢定(Jarque–Bera test) 20 4. 無異質變異檢定(ARCH-LM test) 20 第四章 實證結果 21 第一節 實證估計式與資料來源 21 第二節 取對數與單根檢定 22 第三節 共整合檢定 24 第四節 實證模型估計 24 第五節 診斷性檢定 31 第五章 結論 34 參考文獻 36 |
參考文獻 References |
柯秀欣 (2018) ,“台灣央行外匯市場干預對台美匯率之影響–媒體資料之應用”,《經濟論文叢刊》,46(2),297-322。 陳旭昇 (2016),“央行 「阻升不阻貶」? – 再探台灣匯率不對稱干預政策”,《經濟論文叢刊》,44(2),187-213。 Dickey, D.A., Fuller, W.A. (1979). Distribution of the Estimators for Autoregressive Time Series with a Unit Root. Journal of the American Statistical Association. 74(366), 427-431. Engle, R.F. (1982). Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation. Econometrica, 50(4), 987-1007. Engle, R.F., Granger, C.W. (1982). Co-integration and error correction: representation, estimation, and testing. Econometrica, 55(2), 251-276. Granger, C.W, Newblod, P. (1974). Spurious regressions in econometrics. Journal of econometrics, 2(2), 111-120 Granger, C.W., Teräsvirta, T. (1993). Modelling Non-Linear Economic Relationships. Oxford University Press Ibarra, R., Trupkin, D. (2011). The relationship between inflation and growth: A panel smooth transition regression approach for developed and developing countries. Documentos de trabajo del Departamento de Economía; UM_CEE_2011_07 Jamilov, R. (2013). J-Curve dynamics and the Marshall–Lerner condition: Evidence from Azerbaijan. Transition Studies Review, 19 (3), 313-323. Jarque, C.M., Bera, A.K. (1987). A Test for Normality of Observations and Regression Residuals. International Statistical Review, 55(2), 163-172. Kwiatkowski, D., Phillips, P.C., Schmidt, P., Shin, Y. (1992). Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We that Economic Time Series Have a Unit Root? Journal of econometrics, 54 (1-3), 159-178. Matesanz, D., Fugarolas, G. (2009). Exchange rate policy and trade balance: a cointegration analysis of the Argentine experience since 1962. Applied Economics, 41 (20), 2571-2582. Oskooee, B.M., Niroomand, F. (1998). Long-run price elasticities and the Marshall–Lerner condition revisited. Economics Letters, 61 (1), 101-109. Phillips, P.C., Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75 (2), 335-346. ROSE, A.K., YELLEN, J.L. (1989). Is there a J-curve? Journal of Monetary Economics, 24 (1), 53-68. ROSE, A.K. (1991). The role of exchange rates in a popular model of international trade Does the ‘Marshall-Lerner’ condition hold? Journal of International Economics, 30 (3-4), 301-316. Rydén, T., Teräsvirta, T., Åsbrink, S. (1998).Stylized facts of daily return series and the hidden Markov model. Journal of applied econometrics, 13 (3), 217-244. Teräsvirta, T. (1994). Specification, estimation, and evaluation of smooth transition autoregressive models. Journal of the American Statistical association, 89 (425), 208-218. Teräsvirta, T. (2006). Forecasting Economic Variables with Nonlinear Models. Handbook of Economic Forecasting, 1, 413-457. Wang, ZX., Hao, P., Yao, P.Y. (2017). Non-Linear Relationship between Economic Growth and CO2 Emissions in China: An Empirical Study Based on Panel Smooth Transition Regression Models. International journal of environmental research and public health, 14 (12), 1568. Wang, C.J., WU, P.C., Lin, H.H. (2013). The relationship between stock returns and foreign exchange rates in China using smooth regime-switching approach. Investment Management and Financial Innovations, 10(3), 46-54. YL, Ng., WM, Har., GM, Tan. (2008). Real exchange rate and trade balance relationship: An empirical study on Malaysia. International Journal of Business and Management, 3 (8), 130-137. |
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