Python for Finance: Analyze Big Financial Data

geometric Brownian motion, Geometric Brownian Motion

inheritance in, Basics of Python Classes

iteration over, Basics of Python Classes

jump diffusion, Jump Diffusion

private attributes, Basics of Python Classes

readability and maintainability of, Basics of Python Classes

reusability and, Basics of Python Classes

simple short rate class example, Simple Short Rate Class

square-root diffusion, Square-Root Diffusion

to model derivatives portfolios, The Class

to model derivatives positions, The Class

valuation class for American exercise, The Valuation Class

valuation class for European exercise, The Valuation Class

coefficient of determination, Multiple dimensions

color abbreviations, One-Dimensional Data Set

comma-separated value (CSV) files

generating Excel spreadsheets with, Generating Workbooks (.xls)

input-output operations with pandas, Data as CSV File

parameters of read_csv function, Regression Analysis

reading/writing, Reading and Writing Text Files

regular expressions and, Strings

retrieving via the Web, urllib

communication protocols

file transfer protocol, Web Basics

hypertext transfer protocol, httplib

providing web services via, Web Services–The Implementation

secure connections, ftplib

uniform resource locators, urllib

compilation

dynamic, Dynamic Compiling–Binomial Option Pricing

static, Static Compiling with Cython–Static Compiling with Cython

compiled languages, Basic Data Types

compressed tables, working with, Working with Compressed Tables

concatenate function, Variance Reduction