Let be a Probability Space and a countable set.
A family of events is independent if
for all finite subsets :

A family of sub-sigma-algebras of is independent
if and only if
the family is independent whenever for all .

Theorem

Let and be pi-systems contained in and suppose that

whenever and .
Then and are independent.

Proof