Before revision: In quantitative finance, we often wish to model the behaviour of asset prices given by a noisy Ito semimartingale ; unfortunately, this model is too complex to identify from price data.
After revision: In quantitative finance, we often wish to model the behaviour of asset prices given by a noisy Ito semimartingale . As this model is too complex to identify from price data.