Maximum Entropy estimation of probability distribution of variables in higher dimensions from lower dimensional data

Jayajit Das, Sayak Mukherjee, Susan E. Hodge

A common statistical situation concerns inferring an unknown distribution Q(x) from a known distribution P(y), where X (dimension n), and Y (dimension m) have a known functional re…