Volatility and Volatility Models with R. Basics, Analysis and Modelling

      Аннотация: One of the most important features of financial assets is the asset price volatility. Understanding volatility and its modelling has been subject matter of great concern for academicians, policy makers and practitioners. The objective of the book is to analyze and capture volatility using ARCH/GARCH classes of models and suggest the best model which explains volatility and its characteristics in a better way. The unique feature of the book is that it uses open source software R to analyse the data set. It implements various functions in R to carry out analysis. The data codes are given in the book. This will help researcher to analyse his/her data set with little bit of modification in the codes. The approach adopted in the book will facilitate any researcher to perform advanced time series data analysis at ease.

Ключевые слова: Garch, Volatility, Garch, ARIMA, R, EGARCH, ARCH, GJR-GARCH, APRACH, News Impact Curve