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

Understanding order execution


Let's look at order execution and order flow for a moment. Order execution is where the orders are executed, typically at an exchange. For algorithmic trading, the buy side (trader) will often have their own order management system or order execution engine at the exchange, close to the exchange's trading servers. The orders at the exchange are typically limit orders; there are other types too. All other order types are considered to be synthetic orders or non-native orders. If you use a broker, you will never see this. But for high frequency trading, limit orders are considered to be the only native type. Market orders are simply limit orders with the current market price (from the top of book).

The following illustration shows a simple order flow between an order execution engine and the exchange. The order execution engine resides on the buy side and keeps track of the orders that are currently in and their status.

Order execution flow and status updates for...