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Mastering Python for Finance. - Second Edition

You're reading from  Mastering Python for Finance. - Second Edition

Product type Book
Published in Apr 2019
Publisher Packt
ISBN-13 9781789346466
Pages 426 pages
Edition 2nd Edition
Languages
Author (1):
James Ma Weiming James Ma Weiming
Profile icon James Ma Weiming

Table of Contents (16) Chapters

Preface Section 1: Getting Started with Python
Overview of Financial Analysis with Python Section 2: Financial Concepts
The Importance of Linearity in Finance Nonlinearity in Finance Numerical Methods for Pricing Options Modeling Interest Rates and Derivatives Statistical Analysis of Time Series Data Section 3: A Hands-On Approach
Interactive Financial Analytics with the VIX Building an Algorithmic Trading Platform Implementing a Backtesting System Machine Learning for Finance Deep Learning for Finance Other Books You May Enjoy

Pricing European options

Consider a two-step binomial tree. A non-dividend paying stock price starts at $50, and, in each of the two time steps, the stock may go up by 20 percent or go down by 20 percent. Suppose that the risk-free rate is five percent per annum and that the time to maturity, T, is two years. We would like to find the value of a European put option with a strike price K of $52. The following diagram shows the pricing of the stock and the payoffs at the terminal nodes using a binomial tree:

Here, the nodes are calculated as follows:

At the terminal nodes, the payoff from exercising a European call option is given as follows:

In the case of a European put option, the payoff is as follows:

European call and put options are usually denoted by lowercase letters, c and p, while American call and put options are usually denoted by uppercase...
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