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研究生: 劉錫謙
Liu, Shi-chien
論文名稱: 以時間序列方法探討波羅的海運價指數與運輸類股之研究:以美國與台灣為研究對象
A study of Baltic Dry Index and Transportation stocks using Time Series Methods: Case from U.S and Taiwan
指導教授: 張瀞之
Chang, Ching-Chih
學位類別: 碩士
Master
系所名稱: 管理學院 - 交通管理科學系
Department of Transportation and Communication Management Science
論文出版年: 2008
畢業學年度: 96
語文別: 中文
論文頁數: 75
中文關鍵詞: Granger因果關係共整合檢定單根檢定波羅的海綜合運價指數
外文關鍵詞: Granger causality, Cointegration test, Unit Root test, Baltic Dry Index
相關次數: 點閱:103下載:14
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  • 本研究以波羅的海綜合運價指數為主體,針對傳統產業之散裝航運業探討台灣運輸類股指數、台灣上市散裝航運公司股價與美國運輸類股指數間之互動關係。本研究採時間序列之單根檢定、共整合檢定與Granger因果關係檢定等研究方法,實證顯示經由單根檢定發現所有研究變數屬非穩態,可知指數和股價呈現出一隨機漫步之走勢,經過一階差分後,即呈現恆定狀態;透過Johansen共整合檢定,發現所有變數具有長期之均衡關係,代表長期而言變數會往均衡方向調整,短期之動態關係本文以向量誤差修正模型(VECM)修正;最後,Granger因果關係檢定發現代表國際散裝價格之波羅的海綜合運價指數與美國運輸類股均領先台灣運輸類股指數與股價,而台灣運輸類股指數領先台灣上市散裝航運公司股價。本文提供航商與投資者可針對歷史指數之走勢來預測股價變化,以降低營運與投資風險。

    The purpose of this study is to examine the relationship among Baltic Dry Index, Taiwan transportation index, Taiwan listed bulk carrier’s stocks and U.S transportation index. The methods of unit root test、Cointegration test and Granger causality are used. The empirical results show the entire variables exist unit root. From Johansen cointegration test and Vector Error Correction Model (VECM) indicate that there are long-term and short-term equilibrium relationships among all variables. In addition, from Granger causality test show the BDI and U.S transportation index lead Taiwan transportation index and Taiwan Listed bulk carrier’s stocks. This paper support some suggestions to predict the volatility of Taiwan dry bulk stocks prices and base on the Baltic Dry Index, U.S. transportation index, and Taiwan transportation index.

    第一章 緒論 1 第一節 研究背景 1 第二節 研究動機 4 第三節 研究目的 5 第四節 研究流程 6 第五節 論文架構 7 第二章 文獻回顧 8 第一節 海運市場管理概述 8 第二節 國際股市連動相關研究 14 第三節 台灣上市散裝航運公司概況 19 第四節 小節 20 第三章 研究方法 21 第一節 單根檢定 23 第二節 共整合檢定法 28 第三節 向量誤差修正模式 31 第四節 向量自我迴歸模型 32 第五節 Granger因果關係檢定 34 第六節 小節 36 第四章 實證研究 37 第一節 資料來源、研究期間及選樣標準 37 第二節 研究假說 39 第三節 敘述性統計 41 第四節 實證分析 43 第五節 小節 67 第五章 結論與建議 68 第一節 結論 68 第二節 未來研究建議與限制 70 參考文獻 71

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