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Python for Finance

You're reading from   Python for Finance Apply powerful finance models and quantitative analysis with Python

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Product type Paperback
Published in Jun 2017
Publisher
ISBN-13 9781787125698
Length 586 pages
Edition 2nd Edition
Languages
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Author (1):
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Yuxing Yan Yuxing Yan
Author Profile Icon Yuxing Yan
Yuxing Yan
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Table of Contents (17) Chapters Close

Preface 1. Python Basics FREE CHAPTER 2. Introduction to Python Modules 3. Time Value of Money 4. Sources of Data 5. Bond and Stock Valuation 6. Capital Asset Pricing Model 7. Multifactor Models and Performance Measures 8. Time-Series Analysis 9. Portfolio Theory 10. Options and Futures 11. Value at Risk 12. Monte Carlo Simulation 13. Credit Risk Analysis 14. Exotic Options 15. Volatility, Implied Volatility, ARCH, and GARCH Index

Distance to default

Distance to default (DD) is defined by the following formula; here A is the market value of the total assets and Distance to default is its risk. The interpretation of this measure is clear; the higher DD, the safer the firm:

Distance to default

In terms of Default Point, there is no theory on how to choose an ideal default point. However, we could use all short-term debts plus the half of long-term debts as our default point. After we have the values of the market value of assets and its volatility, we could use the preceding equation to estimate the Distance to Default. The A and Distance to default are from the output from Equation (10). On the other hand, if the default point equals E, we would have the following formula:

Distance to default

According to the Black-Scholes-Merton call option model, the relationship between DD and DP (Default Probability) is given here:

Distance to default
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