Discretely sampled signals and the rough Hoff process

Guy Flint, Ben Hambly, Terry Lyons

We introduce a canonical method for transforming a discrete sequential data set into an associated rough path made up of lead-lag increments. In particular, by sampling a $d$-dimen…