Ebook details

Python for Finance. If your interest is finance and trading, then using Python to build a financial calculator makes absolute sense. As does this book which is a hands-on guide covering everything from option theory to time series

Python for Finance. If your interest is finance and trading, then using Python to build a financial calculator makes absolute sense. As does this book which is a hands-on guide covering everything from option theory to time series

Yuxing Yan

EBOOK
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A hands-on guide with easy-to-follow examples to help you learn about option theory, quantitative finance, financial modeling, and time series using Python. Python for Finance is perfect for graduate students, practitioners, and application developers who wish to learn how to utilize Python to handle their financial needs. Basic knowledge of Python will be helpful but knowledge of programming is necessary.
  • 1. Python Installation and Introduction
  • 2. Using Python as an ordinary calculator
  • 3. Using Python as a financial calculator
  • 4. Python codes (13 lines) to price a call option
  • 5. Introduction to modules
  • 6. Introduction to NumPy and SciPy modules
  • 7. Visual Finance via Matplotlib
  • 8. Statistical Analysis of Time Series
  • 9. Python loops and implied volatility based on the Black-Scholes model
  • 10. Statistical analysis of time series data
  • 11. Monte Carlo Simulation for options
  • 12. Volatility Measures and GARCH
  • Title:Python for Finance. If your interest is finance and trading, then using Python to build a financial calculator makes absolute sense. As does this book which is a hands-on guide covering everything from option theory to time series
  • Author:Yuxing Yan
  • Original title:Python for Finance. If your interest is finance and trading, then using Python to build a financial calculator makes absolute sense. As does this book which is a hands-on guide covering everything from option theory to time series.
  • ISBN:9781783284382, 9781783284382
  • Date of issue:2014-04-02
  • Format:Ebook - EPUB
  • Item ID: e_3bgw
  • Publisher: Packt Publishing