Full Description
This book provides an accessible introduction to the use of functional programming in the financial markets. It bridges the gap between the theory of functional programming and its practical application in areas of finance.
The opening chapters aim to introduce the fundamental concepts in functional programming, and illustrate how these concepts are used in solving problems in the fixed income markets. As the reader's understanding deepens, later chapters explore increasingly complex examples in areas such as valuation, risk analysis, hedging, and deal automation. The concluding chapters examine common programming patterns that arise across the solutions, including those influenced by category theory, such as functors, semigroups, monoids, and monads. At each stage, the book presents carefully selected algorithms to reinforce the practical understanding of the solutions.
Whilst functional programming has been around for many decades, its benefits have become increasingly apparent in more recent years. This is due to a variety of factors, including : advancements in processing speeds, the growth in the use of distributed computing, and the availability of functional programming languages on platforms which are popular in finance - particularly .NET and JVM.
The work carried out in a number of financial institutions, such as Standard Chartered and Jane Street Capital, has demonstrated that successful trading operations can be built using functional programming. However, there remains a barrier to entry due to the practical knowledge required to apply these techniques effectively. The primary goal of this book is to lower that barrier by offering accessible insights that are enriched with real-world expertise.
What You Will Learn
How to develop functions for performing common financial market operations, such as valuing financial assets, calculating risks, hedging those risks, and automating buy/sell decisions.
How to use functional programming to extract business insights from large datasets using numerical and statistical techniques.
Hpw to effectively apply various functional programming features, such as recursion, higher-order functions, and list processing, in creating these solutions
Who This Book is For
Aspiring professionals entering the financial markets, professional software engineers seeking a deeper understanding of how functional programming is utilized in modern capital markets, and finance professionals (including traders, risk managers, and other business users) who want to grasp the implementation details behind the "black box" tools they rely on in their day to day lives.
Contents
Chapter 1 : An overview of functional programming in finance.- Chapter 2 : An introduction to the fixed income markets.- Chapter 3 : Asset valuation using functional programming.- Chapter 4 : Risk measurement.- Chapter 5 : Automating decision making.- Chapter 6 : Common patterns.- Chapter 7 : Costs and benefits.
