Characteristics of volatile return series

Quantitative Risk Management in R

Alexander McNeil

Professor, University of York

Log-returns compared with iid data

Can financial returns be modeled as independent and identically distributed (iid)?
Random walk model for log asset prices
Implies that future price behavior cannot be predicted
Instructive to compare real returns with iid data
Real returns often show volatility clustering

Quantitative Risk Management in R