InformationTheory

InformationTheory.Probability.TwoSidedExtension.CondExpMeasurePreserving

source

Mathlib-gap: condExp commutes with measure-preserving transforms #

For a measure-preserving T : Ω₁ → Ω₂ and n a sub-σ-algebra of m₂, (μ₂[f | n]) ∘ T =ᵐ μ₁[f ∘ T | n.comap T]. Mathlib provides no direct named version; proved via ae_eq_condExp_of_forall_setIntegral_eq. Used by integral_MRatioLowerZ_le_one to identify shifted condProbInfty with a condExp w.r.t. shifted(negPastSigma).

theorem

InformationTheory.Shannon.TwoSided.condExp_comp_measurePreserving

source
{Ω₁ : Type u_3} {Ω₂ : Type u_4} [m₁ : MeasurableSpace Ω₁] [m₂ : MeasurableSpace Ω₂] {μ₁ : MeasureTheory.Measure Ω₁} {μ₂ : MeasureTheory.Measure Ω₂} [MeasureTheory.IsFiniteMeasure μ₁] [MeasureTheory.IsFiniteMeasure μ₂] {T : Ω₁Ω₂} (h_mp : MeasureTheory.MeasurePreserving T μ₁ μ₂) {f : Ω₂} (hf : MeasureTheory.Integrable f μ₂) (n : MeasurableSpace Ω₂) (hn : n m₂) :
(fun (x : Ω₁) => μ₂[f | n] (T x)) =ᵐ[μ₁] μ₁[f T | MeasurableSpace.comap T n]
Used by