Causal Dependence Tree Approximations of Joint Distributions for Multiple Random Processes

Christopher J. Quinn, Todd P. Coleman, Negar Kiyavash

We investigate approximating joint distributions of random processes with causal dependence tree distributions. Such distributions are particularly useful in providing parsimonious…