Background paper showing standard method for estimating tau in estimating embedding parameters for reconstructing multidimensional topographies from lower dimensional projections. (yes, I'm getting the lingo down!)
https://drive.google.com/open?id=0B9oPg7GYw1qna3l3WlhGQms5WDQ