Book Image

F# for Quantitative Finance

By : Johan Astborg
Book Image

F# for Quantitative Finance

By: Johan Astborg

Overview of this book

F# is a functional programming language that allows you to write simple code for complex problems. Currently, it is most commonly used in the financial sector. Quantitative finance makes heavy use of mathematics to model various parts of finance in the real world. If you are interested in using F# for your day-to-day work or research in quantitative finance, this book is a must-have.This book will cover everything you need to know about using functional programming for quantitative finance. Using a functional programming language will enable you to concentrate more on the problem itself rather than implementation details. Tutorials and snippets are summarized into an automated trading system throughout the book.This book will introduce you to F#, using Visual Studio, and provide examples with functional programming and finance combined. The book also covers topics such as downloading, visualizing and calculating statistics from data. F# is a first class programming language for the financial domain.
Table of Contents (17 chapters)
F# for Quantitative Finance
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

Implementing simple pretrade risk analysis


In this section, we'll briefly cover pretrade risks for a simple trading system. Pretrade risks are everything that are considered to be risks and analyzed before the order is sent to the exchange. Typically, this is done in the trading engine or order execution engine or order management system. Here we'll consider basic pretrade risk measurements, such as order size and maximum distance for limit prices (that is values that tend to be high/low from the current market price).

The following are the examples of pretrade risk rules:

  • Limit the order price distance from the current market price

  • The maximum order value

  • Total exposure

  • Number of orders sent per time unit

Validating orders

Let's dive into some code and look at how pretrade risk can be implemented using functional programming and function composition. We'll look at two simple pretrade risk rules. The first one is for the total order value and the other one is for checking if the limit price is...