Name: Practical Quantitative Finance with R: Solving Real-World Problems with R for Quant Analysts and Individual Traders
Brand: Atlantic Books
SKU: 9780979372575
Price: 9955.0 INR
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Practical Quantitative Finance with R: Solving Real-World Problems with R for Quant Analysts and Individual Traders

by Jack Xu

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ISBN13: 9780979372575
Binding: Paperback
Subject: N/A
Publisher: Ji-Hai Xu
Publisher Imprint: Ji-Hai Xu
Publication Date: August 12, 2016
Pages: 420
Original Price: USD 99.99
Language: English
Edition: N/A
Item Weight: 717 grams
BISAC Subject(s): Finance / Financial Engineering

About The Book

The book "Practical Quantitative Finance with R - Solving Real-World Problems with R for Quant Analysts and Individual Traders" provides a complete explanation of R programming in quantitative finance. It demonstrates how to prototype quant models and backtest trading strategies. It pays special attention to creating business applications and reusable R libraries that can be directly used to solve real-world problems in quantitative finance. The book contains:

a) Overview of R programming, user-defined functions, and R packages, which is necessary to create finance applications.

b) Step-by-step approaches to create a variety of 2D/3D charts, stock charts, and technical indicators with the basic R and custom R packages.

c) Introduction to free market data retrieval from online data sources using R. These market data include EOD, real-time intraday, interest rate, foreign exchange rate, and option-chain data.

d) Detailed procedures to price equity options and fixed-income instruments, including European/American/Barrier options, bonds, and CDS, as well as related topics such as cash flows, term structures, yield curves, discount factors, and zero-coupon bonds.

e) Introduction to linear analysis, time series analysis, and machine learning in finance, which covers linear regression, PCA, ARIMA, GARCH, KNN, random forest, SVM, and neural networks.

f) In-depth descriptions of trading strategy development and backtesting, including strategies for single stock trading, stock pairs trading, and trading for multi-asset portfolios.

g) Introduction to portfolio optimization based on the mean-variance and mean-CVaR methods

About The Author

Xu, Jack: - Dr. Jack Xu has a PhD in theoretical physics. He has over 20 years programming experience in Basic, Fortran, C, C++, R, Python, Matlab, C#, and WPF, specializing in numerical computation methods, algorithms, physical modeling, computer aided design tools, graphical user interfaces, 3D graphics, and database systems. In recent years, he works as a quantitative analyst and developer on Wall Street and is responsible for quantitative analysis, back-testing, trading strategy development, and real-time trading system design and implementation.

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