A rigorous, yet accessible, introduction to essential topics in mathematical finance <p> Presented as a course on the topic, Quantitative Finance traces the evolution of financial theory and provides an overview of core topics associated with financial investments. With its thorough explanatio
Quantitative Finance: Its Development, Mathematical Foundations, and Current Scope
โ Scribed by T. Wake Epps
- Publisher
- Wiley
- Year
- 2009
- Tongue
- English
- Leaves
- 399
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
A rigorous, yet accessible, introduction to essential topics in mathematical financePresented as a course on the topic, Quantitative Finance traces the evolution of financial theory and provides an overview of core topics associated with financial investments. With its thorough explanations and use of real-world examples, this book carefully outlines instructions and techniques for working with essential topics found within quantitative finance including portfolio theory, pricing of derivatives, decision theory, and the empirical behavior of prices.The author begins with introductory chapters on mathematical analysis and probability theory, which provide the needed tools for modeling portfolio choice and pricing in discrete time. Next, a review of the basic arithmetic of compounding as well as the relationships that exist among bond prices and spot and forward interest rates is presented.? Additional topics covered include:Dividend discount modelsMarkowitz mean-variance theoryThe Capital Asset Pricing ModelStatic?portfolio theory based on the expected-utility paradigmFamiliar probability models for marginal distributions of returns and the dynamic behavior of security pricesThe final chapters of the book delve into the paradigms of pricing and present the application of martingale pricing in advanced models of price dynamics. Also included is a step-by-step discussion on the use of Fourier methods to solve for arbitrage-free prices when underlying price dynamics are modeled in realistic, but complex ways.Throughout the book, the author presents insight on current approaches along with comments on the unique difficulties that exist in the study of financial markets. These reflections illustrate the evolving nature of the financial field and help readers develop analytical techniques and tools to apply in their everyday work. Exercises at the end of most chapters progress in difficulty, and selected worked-out solutions are available in the appendix. In addition, numerous empirical projects utilize MATLABยฎ and Minitabยฎ to demonstrate the mathematical tools of finance for modeling the behavior of prices and markets. Data sets that accompany these projects can be found via the book's FTP site.Quantitative Finance is an excellent book for courses in quantitative finance or financial engineering at the upper-undergraduate and graduate levels. It is also a valuable resource for practitioners in related fields including engineering, finance, and economics.
โฆ Table of Contents
Title
......Page 3
Contents
......Page 6
Preface
......Page 13
Acronyms and Abbreviations
......Page 16
Part I: Perspective and Preparation
......Page 17
1 Introduction and Overview
......Page 18
2 Tools from Calculus and Analysis
......Page 25
3 Probability
......Page 39
Part II: Portfolios and Prices
......Page 67
4 Interest and Bond Prices
......Page 68
5 Models of Portfolio Choice
......Page 83
6 Prices in a Mean-Variance World
......Page 98
7 Rational Decisions Under Risk
......Page 107
8 Observed Decisions Under Risk
......Page 136
9 Distributions of Returns
......Page 147
10 Dynamics of Prices and Returns
......Page 163
11 Stochastic Calculus
......Page 185
12 Portfolio Decisions Over Time
......Page 199
13 Optimal Growth
......Page 209
14 Dynamic Models for Prices
......Page 225
15 Efficient Markets
......Page 237
Part III: Paradigms for Pricing
......Page 250
16 Static Arbitrage Pricing
......Page 251
17 Dynamic Arbitrage Pricing
......Page 266
18 Properties of Option Prices
......Page 279
19 Martingale Pricing
......Page 292
20 Modeling Volatility
......Page 309
21 Discontinuous Price Processes
......Page 318
22 Options on Jump Processes
......Page 329
23 Options on Stochastic Volatility Processes
......Page 347
Solutions to Selected Exercises
......Page 363
References
......Page 390
Index
......Page 395
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