08-11. Conditional expectation - Main properties of the conditional expectation.

In this video, we prove important properties of the conditional expectation, showing in particular some simplifications in the particular cases of perfect information and independent information. These properties will be useful later to study martingales and Markov chains. This is Section 2.3 of my Stochastic Modeling book.