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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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Toc

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

Python modules related to finance

Since this book is applying Python to finance, the modules (packages) related to finance will be our first priority.

The following table presents about a dozen Python modules or submodules related to finance:

Name

Description

Numpy.lib.financial

Many functions for corporate finance and financial management.

pandas_datareader

Retrieves data from Google, Yahoo! Finance, FRED, Fama-French factors.

googlefinance

Python module to get real-time (no delay) stock data from Google Finance API.

yahoo-finance

Python module to get stock data from Yahoo! Finance.

Python_finance

Download and analyze Yahoo! Finance data and develop trading strategies.

tstockquote

Retrieves stock quote data from Yahoo! Finance.

finance

Financial risk calculations. Optimized for ease of use through class construction and operator overload.

quant

Enterprise architecture for quantitative analysis in finance.

tradingmachine

A backtester for financial...

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