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研究生:陳君品
研究生(外文):CHEN, CHUN-PIN
論文名稱:Ross回復理論實作以及Black-Litterman Model的應用
論文名稱(外文):Implementation of Ross Recovery Theorem and Application in Black-Litterman Model
指導教授:韓傳祥韓傳祥引用關係
指導教授(外文):Han, Chuan-Hsiang
學位類別:碩士
校院名稱:國立清華大學
系所名稱:計量財務金融學系
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
論文出版年:2016
畢業學年度:104
語文別:英文
論文頁數:34
中文關鍵詞:回復理論
外文關鍵詞:Recovery TheoremBlack-Litterman Model
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在金融領域中, 風險和報酬間的關係一直是備受矚目的議題.根據過往的經驗,選擇權的波動率中隱含著市場對風險的預期.然而,由於風險中立評價理論的成功,我們卻難以用選擇權價格預測市場對未來報酬的看法。S. Ross 在2011年提出的回復理論,提供了一個較為直覺的方式,從選擇權價格中成功的將市場對風險的偏好與對報酬的預期區分出來.本篇論文著重於使用Ross的回復理論做指數選擇權的實證研究,並將回復理論應用於Black-Litterman最佳化資產組合的模型上.
Relationship between risk and return is the most important concern in finance. It is well known that market expectations of risk are embedded in option prices. However, due to the success of risk-neutral pricing theory, option prices are silent in predicting natural probability of return. Therefore, S. Ross proposes an intuitive method, Recovery Theorem, to recover the natural probability distribution under a discrete-time setting. This work aims to conduct empirical test of index options based on Ross’s Recovery Theorem, and applies Recovery Theorem in Black-Litterman portfolio optimization model.
Abstract i
摘要 ii
誌謝 iii
Content iv
List of Figures v
List of Table vi
Chapter 1 Introduction 1
Chapter 2 Ross Recovery Theorem 3
2.1 Discrete-time Model 3
2.2 Continuous-time Model 7
Chapter 3 Implementation of Recovery Theorem 13
3.1 Step 1: From Market Option Prices to Current State Price Matrix 14
3.2 Step 2: From Current State Price Matrix to Transition State Price Matrix 19
3.3 Step 3: From Transition State Price Matrix to Natural Transition Probability…..23
Chapter 4 Application to Black-Litterman Model 24
4.1 Introduction to Portfolio Optimization Theory 24
4.2 Implementation of Black-Litterman Model 26
Chapter 5 Conclusion 32
Reference 33
[1] Arrow, K. J., Debreu G. “Existence of an equilibrium for a competitive economy”, Econometrica, 22(3): 265-290, 1954

[2] F. Audrino, R. Huitema & M. Ludwig, “An Empirical Analysis of the Ross Recovery Theorem,” working paper, 2014.

[3] A. Backwell, “State Prices and Implementation of the Recovery Theorem,” Journal of Risk and Financial Management. 2015,8,2-16

[4] F. Black, R. Litterman,”Asset Allocation: Combining Investors Views with Market Equilibrium”, Fixed Income Research, Goldman, Sachs & Company, September

[5] F. Black, R. Litterman,”Global portfolio Optimization”, Financial analysis journal, September/October, 28-43,1992

[6] Breeden, Douglas T., and Robert Litzenberger, “Prices of state contingent claims implicit in option prices”, Journal of Business 51,621-651, 1978

[7] Bernt Øksendal, “Stochastic Differential Equations: An Introduction with Applications (Sixth ed.)”, Berlin: Springer, 2003

[8] P. Carr, J. Yu. “Risk, Return, and Ross Recovery.” Journal of Derivatives, 2012.20.1:38-59

[9] Christoffersen, P., Heston, S., & Jacobs, K. (2009). The shape and term structure of the index option smirk: Why multifactor stochastic volatility models work so well. Management Science, 55(12), 1914-1932.

[10] Gantmacher, Felix, “The Theory of Matrices, Volume 2”,AMS Chelsea Publishing, 2000

[11] Heston, S. L., “A closed-form solution for options with stochastic volatility with applications to bond and currency options”, Review of financial studies, 6(2), 327-343, 1993

[12] TM Idzorek, “A step-by-step guide to the Black-Litterman model”, 2002

[13] Takuya Kiriu, Norio Hibiki, “Estimatin Forward Looking Distribution with the Ross Recovery Theorem”, working paper, 2015

[14] M. Ludwig. “Robust estimation of shape-constrained state price density surfaces”, The Journal of Derivatives, 22(3):56-72,2015

[15] Markowitz, H.M. “Portfolio Selection”, The Journal of Finance ,7(1): 77-91, 1952

[16] Pryce, J. D., “Numerical Solution of Sturm-Liouville Problems”, Oxford: Clarendon Press, 1993

[17] S. Ross. “The Recovery Theorem.” Journal of Finance, VOL. LXX, NO.2, April 2015 : 615-648

[18] H.M Tsui, “Ross Recovery Theorem and its extension,” master thesis, University of Oxford, 2013
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