An Introduction to Analysis of Financial Data with R

An Introduction to Analysis of Financial Data with R

Ruey S. Tsay


A whole set of statistical instruments for starting monetary analysts from a number one authority

Written by way of one of many best specialists at the subject, An advent to research of monetary facts with R explores easy thoughts of visualization of monetary info. via a basic stability among idea and purposes, the publication provides readers with an available method of monetary econometric types and their functions to real-world empirical research.

The writer offers a hands-on advent to the research of economic facts utilizing the freely to be had R software program package deal and case experiences to demonstrate genuine implementations of the mentioned tools. The publication starts with the fundamentals of monetary info, discussing their precis records and comparable visualization tools. next chapters discover simple time sequence research and straightforward econometric types for enterprise, finance, and economics in addition to similar subject matters including:

  • Linear time sequence research, with insurance of exponential smoothing for forecasting and strategies for version comparison
  • Different ways to calculating asset volatility and diverse volatility models
  • High-frequency monetary info and straightforward versions for rate adjustments, buying and selling depth, and learned volatility
  • Quantitative equipment for probability administration, together with worth in danger and conditional price at risk
  • Econometric and statistical tools for chance evaluate in accordance with severe price thought and quantile regression

Throughout the e-book, the visible nature of the subject is showcased via graphical representations in R, and unique case reviews exhibit the relevance of statistics in finance. A comparable web site positive factors extra info units and R scripts so readers can create their very own simulations and attempt their comprehension of the provided techniques.

An advent to research of monetary info with R is a superb e-book for introductory classes on time sequence and enterprise statistics on the upper-undergraduate and graduate point. The e-book is usually a superb source for researchers and practitioners within the fields of commercial, finance, and economics who wish to improve their knowing of economic info and latest monetary markets.

Show sample text content

Download sample