Abstract
Special Topics (narrow topic or advanced); Multifractals are mathematical generalizations of fractals, objects displaying "fractional dimension," "scale invariance," and "self-similarity." Many natural phenomena, including some of considerable interest to the casualty actuary (meteorological conditions, population distribution, financial time series), have been found to be well-represented by (random) multifractals. In this part I paper, we define and characterize multifractals and show how to fit and simulate multifractal models in the context of two-dimensional fields. In addition, we summarize original research we have published elsewhere concerning the multifractal distribution of insured property values, and discuss how we have used those findings in particular and multifractal modeling in general in a severe storm catastrophe model.
Volume
Winter
Page
321-374
Year
2001
Categories
Financial and Statistical Methods
Statistical Models and Methods
Fractal Models
Financial and Statistical Methods
Extreme Event Modeling
Financial and Statistical Methods
Loss Distributions
Actuarial Applications and Methodologies
Ratemaking
Publications
Casualty Actuarial Society E-Forum
Documents