Before revision:  non-Markovian stochastic process with nonstationary increments recently conjectured to generally underlie financial assets dynamics PNAS 104 , 19741 (2007) . Introducing novel quantitative tools in the analysis of non-Markovian time-series we show that empirical non-linear correlators are in remarkable agreement with model predictions based only on the anomalous scaling form of the logarithmic return distribution.
After revision:  non-Markovian stochastic process with nonstationary increments recently conjectured to generally underlie financial assets dynamics PNAS 104 , 19741 (2007) . Introducing novel quantitative tools in the analysis of non-Markovian time-series we show that empirical non-linear correlators are in agreement with the predictions of this model, which is constructed on the basis of the time-inhomogeneous, anomalous scaling obeyed by the return distribution.