Total Variation Convergence Preserves Conditional Independence

Steffen Lauritzen

This note establishes that if a sequence $P_n,n=1,\dots$ of probability measures converges in total variation to the limiting probability measure $P$, and $\sigma$-algebras $\mathbb{A…