Learning from the past, predicting the statistics for the future, learning an evolving system

Daniel Levin, Terry Lyons, Hao Ni

We bring the theory of rough paths to the study of non-parametric statistics on streamed data. We discuss the problem of regression where the input variable is a stream of informat…