Introduction

Abstract

In financial time series analysis it is difficult to handle the observed discrete time asset price data P _t directly, because P _t are often nonstationary and highly correlated (Figure 1.1 (a)). Thus it is usual to analyse the rate of return on the financial instrument, which is generally stationary and uncorrelated.