Introduction to Option Pricing Theory

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Format: Hardcover
Pub. Date: 2000-02-01
Publisher(s): Birkhauser
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Summary

Since the appearance of seminal works by R. Merton, and F. Blackand M. Scholes, stochastic processes have assumed an increasinglyimportant role in the development of the mathematical theory offinance. This work examines, in some detail, that part of stochasticfinance pertaining to option pricing theory. Thus the exposition isconfined to areas of stochastic finance that are relevant to thetheory, omitting such topics as futures and term-structure.This self-contained work begins with five introductory chapterson stochastic analysis, making it accessible to readers with little orno prior knowledge of stochastic processes or stochastic analysis.These chapters cover the essentials of Ito's theory of stochasticintegration, integration with respect to semimartingales, Girsanov'sTheorem, and a brief introduction to stochastic differentialequations.Subsequent chapters treat more specialized topics, includingoption pricing in discrete time, continuous time trading, arbitrage,complete markets, European options (Black and Scholes Theory),American options, Russian options, discrete approximations, and assetpricing with stochastic volatility. In several chapters, new resultsare presented. A unique feature of the book is its emphasis onarbitrage, in particular, the relationship between arbitrage andequivalent martingale measures (EMM), and the derivation of necessaryand sufficient conditions for no arbitrage (NA).{\it Introduction to Option Pricing Theory} is intended forstudents and researchers in statistics, applied mathematics, business,or economics, who have a background in measure theory and havecompleted probability theory at the intermediate level. The worklends itself to self-study, as well as to a one-semester course at thegraduate level.

Table of Contents

Preface ix
Stochastic Integration
1(46)
Notation and definitions
1(4)
The predictable σ field
5(1)
The Ito integral
6(13)
Quadratic variation of a continuous martingale
19(7)
The stochastic integral w.r.t. continuous local martingales
26(6)
Stochastic integral w.r.t. continuous semimartingales
32(6)
Integration w.r.t. semimartingales
38(9)
Ito's Formula and its Applications
47(24)
Preliminaries
47(4)
Ito's formula for continuous semimartingales
51(3)
Ito's formula for r.c.l.l. semimartingales
54(2)
Applications
56(6)
Application to geometric Brownian motion
62(1)
Local time and the Tanaka formula
62(1)
Brownian motion and the heat equation
63(8)
Representation of Square Integrable Martingales
71(8)
The Ito representation
71(3)
The Kunita--Watanabe representation
74(5)
Stochastic Differential Equations
79(16)
Preliminaries
79(2)
Existence and uniqueness of solutions
81(10)
The Feynman--Kac formula
91(2)
The Ornstein--Uhlenbeck process (O.U.P)
93(2)
Girsanov's Theorem
95(8)
Auxiliary results
95(3)
Girsanov's Theorem
98(5)
Option Pricing in Discrete Time
103(20)
Arbitrage opportunities
103(6)
Option pricing: an example
109(2)
European call option
111(3)
Complete markets
114(3)
The American option
117(6)
Introduction to Continuous Time Trading
123(14)
Introduction
123(2)
A general model
125(1)
Trading strategies and arbitrage opportunities
126(7)
Examples
133(1)
Contingent claims and complete markets
134(3)
Arbitrage and Equivalent Martingale Measures
137(32)
Introduction
137(2)
Necessary and sufficient conditions for NA
139(8)
A general model of stock prices
147(4)
The separation theorem
151(4)
Orlicz spaces
155(2)
No arbitrage with controlled risk
157(4)
Fractional Brownian motion (1/2 < H < 1) and existence of arbitrage opportunities
161(4)
Extension to geometric Gladyshev processes
165(4)
Complete Markets
169(22)
Definition
169(3)
Representation of martingales
172(5)
Examples of complete markets
177(3)
Geometric Brownian motion (GBM)
177(2)
Diffusion model for stock prices
179(1)
Equivalent martingale measures
180(3)
Incomplete markets
183(4)
Completeness and underlying filtration
187(4)
Black and Scholes Theory
191(14)
Preliminaries
191(3)
The Black--Scholes PDE
194(1)
Explicit solution of the Black-Scholes PDE
195(4)
The Black-Scholes formula
199(2)
Diffusion model
201(4)
Discrete Approximations
205(10)
The binomial model
205(2)
A binomial Feynman--Kac formula
207(1)
Approximation of the Black--Scholes PDE
208(3)
Approximation to the Black--Scholes formula
211(4)
The American Options
215(10)
Model
215(2)
Upper and lower bounds
217(3)
American claims in complete markets
220(5)
Asset Pricing with Stochastic Volatility
225(16)
Introduction
225(1)
Incompleteness of the market
226(6)
Asymptotic analysis for models with two scales
232(3)
Filtering of the stochastic volatility
235(4)
PDE when S is observed
239(2)
The Russian Options
241(24)
Introduction and background
241(2)
The Russian put option
243(1)
A free boundary problem for the put option
243(7)
Proofs of the lemmas
250(5)
The Russian call option (or the option for selling short)
255(1)
The F.B.P. for the call option
255(10)
References 265(4)
Index 269

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