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Non-commutative conditional expectation : ウィキペディア英語版
Non-commutative conditional expectation

In mathematics, non-commutative conditional expectation is a generalization of the notion of conditional expectation in classical probability. The space of measurable functions on a \sigma-finite measure space (X, \mu) is the canonical example of a commutative von Neumann algebra. For this reason, the theory of von Neumann algebras is sometimes referred to as noncommutative measure theory. The intimate connections of probability theory with measure theory suggest that one may be able to extend the classical ideas in probability to a noncommutative setting by studying those ideas on general von Neumann algebras.
For von Neumann algebras with a faithful normal tracial state, for example finite von Neumann algebras, the notion of conditional expectation is especially useful.
==Formal definition==
A positive, linear mapping \Phi of a von Neumann algebra \mathcal onto a von Neumann algebra \mathcal (\mathcal and \mathcal may be general C
*-algebras
as well) is said to be a ''conditional expectation'' (of \mathcal onto \mathcal) when \Phi(I)=I and \Phi(R_1SR_2) = R_1\Phi(S)R_2 if R_1, R_2 \in \mathcal and S \in \mathcal.

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