he conditional probability was introduced on intuitive level in the chapter
(
Conditional probability
chapter
).
Proof
Direct verification from the definition accompanied by uniqueness of
conditional expectation almost surely. The (7) follows from the proposition
(
Dominated convergence theorem
).
The (8) follows by the proposition (
Jensen
inequality
).
