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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

Definition of IRR and IRR rule

The Internal Rate of Return (IRR) is defined as the discount rate that makes NPV equal zero. Assume that we invest $100 today and the future cash flows will be $30, $40, $40, and $50 for the next four years. Assuming that all cash flows happen at the end of the year, what is the IRR for this investment? In the following program, the scipy.irr() function is applied:

>>>import scipy as sp
>>> cashflows=[-100,30,40,40,50]
>>> sp.irr(cashflows)
       0.2001879105140867

We could verify whether such a rate does make NPV equal zero. Since the NPV is zero, 20.02% is indeed an IRR:

>>> r=sp.irr(cashflows)
>>> sp.npv(r,cashflows)
    1.7763568394002505e-14
>>>

For a normal project, the IRR rule is given here:

Definition of IRR and IRR rule

Here, Rc is the cost of capital. This IRR rule holds only for a normal project. Let's look at the following investment opportunity. The initial investment is $100 today and $50 next year. The cash inflows for...

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