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feat(measure_theory/function/conditional_expectation): define the con…
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…ditional expectation of a function, prove the equality of integrals (#9114)

This PR puts together the generalized Bochner integral construction of #8939 and the set function `condexp_ind` of #8920 to define the conditional expectation of a function.

The equality of integrals that defines the conditional expectation is proven in `set_integral_condexp`.
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RemyDegenne committed Sep 24, 2021
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4 changes: 3 additions & 1 deletion src/measure_theory/decomposition/radon_nikodym.lean
Expand Up @@ -14,7 +14,9 @@ This file proves the Radon-Nikodym theorem. The Radon-Nikodym theorem states tha
In particular, we have `f = radon_nikodym_deriv μ ν`.
The Radon-Nikodym theorem will allow us to define many important concepts in probability theory,
most notably conditional expectations and probability cumulative functions.
most notably probability cumulative functions. It could also be used to define the conditional
expectation of a real function, but we take a different approach (see the file
`measure_theory/function/conditional_expectation`).
## Main results
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