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研究生:陳文波
研究生(外文):Wen-Po Chen
論文名稱:氣候衍生性金融商品---研究臺灣雨量選擇權
論文名稱(外文):Weather Derivative---Research Rainfall Option in Taiwan
指導教授:王克陸王克陸引用關係
指導教授(外文):Keh-Luh Wang
學位類別:碩士
校院名稱:國立交通大學
系所名稱:財務金融研究所
學門:商業及管理學門
學類:財務金融學類
論文種類:學術論文
畢業學年度:94
語文別:中文
論文頁數:36
中文關鍵詞:氣候衍生性金融商品雨量選擇權雨量天氣
外文關鍵詞:Weather DerivativeRainfall OptionRainfallWeather
相關次數:
  • 被引用被引用:5
  • 點閱點閱:218
  • 評分評分:
  • 下載下載:0
  • 收藏至我的研究室書目清單書目收藏:1
中文摘要

本篇論文「氣候衍生性金融商品 - 臺灣雨量選擇權」,研究臺灣地區特殊的降雨特性,每年7月至9月期間是颱風來襲的季節,累積降雨量往往造成農業、觀光業、服務業之直接或間接損失;本研究利用紐曼-史考特矩型降雨量模型(Neyman-Scott Rectangular Pulse Model)來預測臺灣7月、8月、9月之降雨量分佈,用以評價可發行之天氣型避險工具-雨量選擇權,並作模型參數之敏感度分析。
Thesis Abstract

This thesis “Weather Derivative-Rainfall Options in Taiwan” studies the characteristic of rainfall in Taiwan. The Typhoon season starts from July to September every year and the accumulated rainfall causes direct or indirect losses on agriculture, tourism and service industries. This study uses Neyman-Scott Rectangular Pulse Model to predict the rainfall in Taiwan on July, August and September. Further, it evaluates the weather hedge tool-rainfall options, which can be issued in the future, and does sensitivity analysis of model parameters.
目錄
中文摘要 i
誌謝 iii
目錄 iv
表目錄 v
圖目錄 vi
第一章 緒論 1
一、研究背景與研究動機 1
二、臺灣地區降雨特性之討論 2
三、相關氣候衍生性金融商品之介紹 3
四、雨量選擇權之介紹 7
五、研究流程 9
第二章 文獻回顧及探討 11
第三章 研究架構及研究方法 12
第四章 實證結果及研究分析 20
一、雨量測站及資料選取 20
二、實證結果分析 21
第五章 研究結論與後續研究建議 26
參考文獻 27
參考文獻
Anne-Catherine Favrea,, Andre´ Musyb,, Stephan Morgenthalerc, `Unbiased parameter estimation of the Neyman–Scott modelfor rainfall simulation with related confidence interval'.Journal of Hydrology 286 (2004) 168–178
Cox, D. R. and Isham, V. (1988). `A simple spatial-temporal model of rainfall'.
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C.Onof,R.E , Chandler,A.Kakou ,P. Northrop, H.S.Wheater,V.Isham; `Rainfall modeling using Poisson-cluster processes:a review of developments.
Harry Pavlopoulos and John Gritsis.(1999) . `Wet and dry epoch durations of spatially averaged rain rate, their probability distributions and scaling properties', Environmental and Ecological Statistics 6, pp351-380
Kavvas, M. L. and Delleur, J. W. (1981). `A stochastic cluster model of daily rainfall sequences', Water Resources Research 17, 1151-1160.
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Onof, C. and Wheater, H. S. (1993). `Modelling of British rainfall using a random parameter Bartlett-Lewis rectangular pulse model'. Journal of Hydrology 149, 67-95.
Paul S. P. Cowpertwait. `A Generalized Spatial-Temporal Model of Rainfall Based on a Clustered Point Process'. Proceedings: Mathematical and Physical Sciences, Vol. 450, No. 1938. (Jul. 8, 1995),pp. 163-175.


Paul S. P. Cowpertwait; `A Generalized Point Process Model for Rainfall'. Proceedings: Mathematical and Physical Sciences, Vol. 447, No. 1929. (Oct. 8, 1994),pp. 23-37.
Rodriguez-Iturbe, I., Cox, D. R. and Isham, V. (1988). `A point process model for rainfall: further developments '. Proceedings of the Royal Society, London
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Rodriguez-Iturbe, I., Cox, D. R. and Isham, V. (1987). `Some models for rainfall based on stochastic point processes '. Proceedings of the Royal Society, London
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Rodriguez-Iturbe, I., Gupta, V. K. and Waymire, E. (1984). `Scale considerations in the modeling of temporal rainfall'. Water Resources Research 20, 1611-1619.
Smith, J. A. and Karr, A. F. (1983). `A point process model of summer season rainfall occurrences'. Water Resources Research 19, 95-103.
Stern, R. D. and Coe, R. (1984). `A mode-fitting analysis of daily rainfall data (with Discussion). Journal of the Royal Statistical Society A 147, 1-34.
Waymire, E. and Gupta, V. K. (1981a). `A mathematical structure of rainfall representations. 1. A review of the stochastic rainfall models'. Water Resources Research 17, 1261-1272.
Waymire, E. and Gupta, V. K. (1981b). `A mathematical structure of rainfall representations, 2. A review of the theory of point processes'. Water Resources Research 17, 1273-1285.
Using Catastrophe-Linke Securities to Diversify Insurance Risk: A Financial Analysis of Cat Bonds Journal of Insurance Issues, 1999, 22, 2, pp. 125–146.
Chicago Board of Trade(1995):A User's Guide,PCS options.
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