Jean-Phillipe Bouchaud

Maximum-entropy Scattering Models for Financial Time Series

Modeling time series with complex statistical properties such as heavy-tails, long-range dependence, and temporal asymmetries remains an open problem. In particular, financial time series exhibit such properties. Existing models suffer from serious limitations and often rely on high-order moments. W…