Taking out what is known conditional expectation
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A conditional expectation is Given a random variable Y with E|Y | < ∞ defined on a probability
space (Ω, A, P) and some sub-σ-field G ⊂ A we will define the conditional
expectation as the almost surely unique random variable E(Y |G)
which satisfies the following two conditions
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