Financial Mathematics Workshop
Speaker: Jin-Chuan Duan
Professor of Finance
Hong Kong University of Science and Technology
March 21st, 2000
8:30-12:00
Derivative securities pricing theories (3 hours)
This talk addresses the main theoretical issues of derivatives pricing. The first part of the talk
introduces two valuation doctrines–pure arbitrage approach vs. equilibrium approach. First,
we consider the concept of spanning, particularly dynamic spanning, which serves as the basis for
the pure arbitrage valuation approach. The Black-Scholes model will be derived by two approaches
(partial differential equation and martingale representation) to illustrate the use of dynamic spanning.
Second, we discuss the Arrow-Debreau equilibrium and move on to the incomplete market equilibrium
in discrete time. The Black-Scholes formula is then established in the discrete time setting using
a combination of preferences and distribution assumptions. We end the first part of the talk with
a question: Is dynamic spanning a fiction or reality?”
The tradition of derivatives pricing theories has an analytical orientation. In short, it is preoccupied
by the desire to obtain closed-form pricing formulas. Empirical regularities are seldom respected
in the search for elegant formulas. The second half of the talk will introduce the second-generation
option pricing models. The second-generation models specifically refer to those models for which
the well-established time series models (intended for statistical analyses) are used as the premises for
deriving option pricing models. The two examples – GARCH and co-integration option pricing
models – will be discussed.
March 22nd, 2000
8:30-12:00
Numerical methods for valuing derivative securities (3 hours)
This talk discusses option valuation problems from a numerical implementation perspective. A two way classification of numerical problems – path independent/dependent underlying stochastic processes
and path independent/dependent contingent payoffs – are introduced for a better understanding of
the nature of these numerical problems. We discuss pros and cons of the standard numerical option
valuation methods. The methods covered are (quasi- and pseudo-) Monte Carlo, lattices, finite difference/element, analytical approximation, and neural network.
We then introduce a new numerical method known as Markov chain approximation. We will describe
the method in detail and demonstrate its use for European, American and barrier options under the
Black-Scholes and GARCH option pricing frameworks, respectively.
March 21st, 2000
14:00-15:00 14:00-15:00何淮中 (中研院統計科學研究所)
講題:Modeling financial time series
摘要
15:30-16:30 15:30-16:30廖四郎(政大金融學系)
講題:Theory of Dynamic Capital Structure and The Valuation of re and The Valuation oCorporate Bonds
摘要
March 22nd, 2000
13:30-14:30 13:30-14:30林建甫(台大經濟學系)
講題:Modeling financial time series
摘要
效率市場假說
(efficient market hypothesis; EMH)的存在使得財務市場的資產定價不容易有套利空間,但是因為財務資料具有獨特的價格波動聚集
( volatility clustering) 效果,使得波動性的預測變得可以預測與掌控,應用在衍生性金融商品如選擇權,通貨交換,換匯換利上可能
都有獲利空間。本文將深入探討波動的觀念及如何具體的模型化。我們由現今常用的自我迴歸
型式的條件變異數不齊一性
(autoregressive conditional heteroscedasticity; ARCH) 模型出發,談論其後續發展,如
GARCH, GARCH in mean, nonlinear GARCH, threshold GARCH, exponential GARCH, Markov-switching GARCH, fractional integrated GARCH﹐及其他相關的 random coefficients model, stochastic volatility model 等等。我們並簡要說明估計及檢定應注意的地方。最後我們提出目前可以發展的新方向﹐
Markov-switching fractional integrated GARCH 及 Markov-switching EGB GARCH 模型。我們並以台灣股票市場加權指數及 S&P 500 的資料做一實證的討論。
14:30-15:30 14:30-15:30呂育道(台大資訊工程學系)
講題:Computational techniques in derivatives pricing
摘要