| 研究生: |
張娟華 Chang, Jyuan-Hua |
|---|---|
| 論文名稱: |
散裝海運運價指數與經濟成長率、鋼鐵指數、農金指數、能源指數間之因果分析 Causality Analysis of BDI with the indices of GDP, CRU, DAX and Energy |
| 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 - 交通管理科學系碩士在職專班 Department of Transportation and Communication Management Science(on-the-job training program) |
| 論文出版年: | 2018 |
| 畢業學年度: | 106 |
| 語文別: | 中文 |
| 論文頁數: | 47 |
| 中文關鍵詞: | 波羅地海指數 、GDP 、布蘭特原油 、ARDL共整合 、誤差修正模型 、因果關係 |
| 外文關鍵詞: | Baltic Dry Index, GDP, Brent crude, ARDL co-integration, ECM, causality analysis |
| 相關次數: | 點閱:222 下載:20 |
| 分享至: |
| 查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
本研究探討波羅地海指數變化的影響因素,根據過去文獻研究,使用全球實質GDP成長率、全球鋼鐵指數、全球農金指數、以及布蘭特原油期貨,探討其因果關係。資料時間取自2009年Q1到2018年Q1,研究透過自我迴歸分配落後模型(autoregressive distributed lag-ARDL) 邊際共整合,及誤差修正模型(error correction model, ECM,分析BDI指數與各變數間長期均衡與短期動態調整,最後再以Granger因果關係檢定,探討變數間因果關係。本研究結論為確立波羅地海海運指數BDI、全球實質經濟成長率GDP、全球鋼鐵指數CRU、全球農金指數DAX以及布蘭特原油期貨間有長期均衡關係。落後一期至四期的全球實質GDP成長率對波羅地海海運指數BDI有顯著正向關係,證實當全球實質經濟成長率為散裝海運運價指數的影響因子。
The aim of the research presented in this paper is to analyse influencing factors of the Baltic Dry Index. Based on past literature research, the global real GDP growth rate, global steel index, global agribusiness index, and Brent crude are used to explore the causal relationship. The data was taken from Q1 in 2009 to Q1 in 2018. The research used the marginal co-integration through autoregressive distributed lag-ARDL and the error correction model (ECM), which analyzed the relationship of long-term and short-term between the BDI index and each variable. Finally Granger causality is used to explore the causal relationship between variables. The conclusion of this research is to establish there are a long-term relationship between the Baltic Dry Index (BDI) and global real economic growth rate (GDP), global steel index (CRU), global agricultural gold index (DAX), Brent crude. The global real GDP growth rate from the first to the fourth period has a significant positive relationship with the Baltic Dry Index, confirming that the global real economic growth rate is the Baltic Dry Index impact factor.
A'Hearn, B., & Woitek, U. (2001). More international evidence on the historical properties of business cycles. Journal of Monetary Economics, 47(2), 321-346.
Atkins, F. J., & Coe, P. J. (2002). An ARDL bounds test of the long-run Fisher effect in the United States and Canada. Journal of Macroeconomics, 24(2), 255-266.
Amann, J., & Middleditch, P. (2017). Growth in a time of austerity: evidence from the UK. Scottish Journal of Political Economy, 64(4), 349-375.
Beaulieu, J. J., & Miron, J. A. (1993). Seasonal unit roots in aggregate US data. Journal of econometrics, 55(1-2), 305-328.
Chou, M. T. (2011). Research on the relationship between forward freight agreements and the fuel oil index. African Journal of Business Management, 5(20), 8033.
Chistè, C., & Van Vuuren, G. (2014). Investigating the cyclical behaviour of the dry bulk shipping market. Maritime Policy & Management, 41(1), 1-19.
Chang, C. C. (2016). Causal analysis of carbon emissions, deadweight tonnage of global shipping fleet, fuel oil consumption, and economic activities in marine transportation. Energy Sources, Part B: Economics, Planning and Policy, 11(4), 303-308.
De Vita, G., & Abbott, A. (2004). Real exchange rate volatility and US exports: an ARDL bounds testing approach. Economic Issues, 9(1), 69-78.
Fuinhas, J. A., & Marques, A. C. (2012). Energy consumption and economic growth nexus in Portugal, Italy, Greece, Spain and Turkey: an ARDL bounds test approach (1965–2009). Energy economics, 34(2), 511-517.
Greenwood, R., & Hanson, S. G. (2014). Waves in ship prices and investment. The Quarterly Journal of Economics, 130(1), 55-109.
Hoque, M. M., & Yusop, Z. (2010). Impacts of trade liberalisation on aggregate import in Bangladesh: An ARDL Bounds test approach. Journal of Asian Economics, 21(1), 37-52.
He, Y. N., & Wang, S. Y. (2011). The global economy and world crude oil price: An analysis of the cointegration with Kilian economic index. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 31(2), 221-228.
Kavussanos, M. G., & Alizadeh-M, A. H. (2001). Seasonality patterns in dry bulk shipping spot and time charter freight rates. Transportation Research Part E: Logistics and Transportation Review, 37(6), 443-467.
Kavussanos, M. G., & Alizadeh-M, A. H. (2002). Seasonality patterns in tanker spot freight rate markets. Economic Modelling, 19(5), 747-782.
Ko, B. W. (2013). Analysis of term structure in dry bulk freight market. The Asian Journal of Shipping and Logistics, 29(1), 1-22.
Lardic, S., & Mignon, V. (2008). Oil prices and economic activity: An asymmetric cointegration approach. Energy Economics, 30(3), 847-855.
Lun, Y. V., & Quaddus, M. A. (2008). An empirical model of the bulk shipping market. International Journal of Shipping and Transport. Logistics, 1(1), 37-54.
Morley, B. (2006). Causality between economic growth and immigration: An ARDL bounds testing approach. Economics Letters, 90(1), 72-76.
Odhiambo, N. M. (2009). Energy consumption and economic growth nexus in Tanzania: An ARDL bounds testing approach. Energy Policy, 37(2), 617-622.
Ozturk, I., & Acaravci, A. (2010). The causal relationship between energy consumption and GDP in Albania, Bulgaria, Hungary and Romania: Evidence from ARDL bound testing approach. Applied Energy, 87(6), 1938-1943.
Ozturk, I., & Acaravci, A. (2011). Electricity consumption and real GDP causality nexus: Evidence from ARDL bounds testing approach for 11 MENA countries. Applied Energy, 88(8), 2885-2892.
Pesaran, M. H., Y. Shin and R. J. Smith (2001), Bounds Testing Approaches to the Analysis of Level Relationships, Journal of Applied Econometrics, 16, 289-326.
Poblacion, J. (2015). The stochastic seasonal behavior of freight rate dynamics. Maritime Economics & Logistics, 17(2), 142-162.
Sims, C.A. (1980). Macroeconomics and Reality. Ekonometria, 48, 1-47.
Shaki, M. K. & Medrano, M. L. (2012). Discussing relationship between Asian and us financial markets. Studies in Fuzziness and Soft Computing, 287, 219-234.
Tsioumas, V., Papadimitriou, S., Smirlis, Y., & Zahran, S. Z. (2017). A Novel Approach to Forecasting the Bulk Freight Market. The Asian Journal of Shipping and Logistics, 33(1), 33-41.
Veenstra, A. W. & P. H. Franses (1997). A co-integration approach to forecasting freight rates in the dry bulk shipping sector. Transportation Research Part A: Policy and Practice, 31(6), 447-458.
Wagner, N. (2015). Connections between the Dry Bulk Freight Index and the Cyclical Economic Activity of the G7 Countries. Logistics and Transport, 25(1), 71-82.
Zheng, S. Y. (2012). Intrinsic influence mechanisms of dry bulk ship investment and ordering. Jiaotong Yunshu Gongcheng Xuebao/Journal of Traffic and Transportation Engineering, 12(1), 87-94.
周明道 & 林仕展 (2010)。波羅的海運價綜合指數與鋼價指數相關性之分析-以 VAR 模型之應用。運輸學刊, 22(2), 211-232
郭哲麟(2013)。金融發展與所得不均的關係–台灣實證研究。淡江大學經濟學系碩士班學位論文, 1-59。
郭筱君(2014)。企業儲蓄與景氣循環: 台灣實證研究 1962-2012。臺灣大學經濟學研究所學位論文。
溫珮伶(2005)。散裝海運市場運價決定機制及影響因素分析。中原大學國際貿易學系碩士論文。
陳續文(2008)。股價報酬與實質經濟活動:跨國的實證研究。東海大學經濟系碩士論文。
陳柏如(2015)。臺灣房價與貸款成數: 房屋使用者成本相關性的檢驗。 經濟研究 (Taipei Economic Inquiry), 51(2), 225-256.
黃旭淳(2005)。國際原油價格對總體經濟變數之影響。國立交通大學經營管理所碩士論文。
楊奕農(2017)。時間序列分析-經濟與財務上之應用(第三版)。台北市:雙葉書廊有限公司。