Documentation

Mathlib.MeasureTheory.Function.ConditionalExpectation.AEMeasurable

Functions a.e. measurable with respect to a sub-σ-algebra #

A function f verifies AEStronglyMeasurable[m] f μ if it is μ-a.e. equal to an m-strongly measurable function. This is similar to AEStronglyMeasurable, but the MeasurableSpace structures used for the measurability statement and for the measure are different.

We define lpMeas F 𝕜 m p μ, the subspace of Lp F p μ containing functions f verifying AEStronglyMeasurable[m] f μ, i.e. functions which are μ-a.e. equal to an m-strongly measurable function.

Main statements #

We define an IsometryEquiv between lpMeasSubgroup and the Lp space corresponding to the measure μ.trim hm. As a consequence, the completeness of Lp implies completeness of lpMeas.

Lp.induction_stronglyMeasurable (see also MemLp.induction_stronglyMeasurable): To prove something for an Lp function a.e. strongly measurable with respect to a sub-σ-algebra m in a normed space, it suffices to show that

@[deprecated MeasureTheory.AEStronglyMeasurable (since := "2025-01-23")]
def MeasureTheory.AEStronglyMeasurable' {α : Type u_1} {β : Type u_2} [TopologicalSpace β] (m : MeasurableSpace α) {x✝ : MeasurableSpace α} (f : α → β) (μ : Measure α) :

A function f verifies AEStronglyMeasurable[m] f μ if it is μ-a.e. equal to an m-strongly measurable function. This is similar to AEStronglyMeasurable, but the MeasurableSpace structures used for the measurability statement and for the measure are different.

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    @[deprecated MeasureTheory.AEStronglyMeasurable.congr (since := "2025-01-23")]
    theorem MeasureTheory.AEStronglyMeasurable'.congr {α : Type u_1} {β : Type u_2} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] {f g : α → β} (hf : AEStronglyMeasurable f μ) (hfg : f =ᶠ[ae μ] g) :
    @[deprecated MeasureTheory.AEStronglyMeasurable.mono (since := "2025-01-23")]
    theorem MeasureTheory.AEStronglyMeasurable'.mono {α : Type u_1} {β : Type u_2} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] {f : α → β} {m' : MeasurableSpace α} (hf : AEStronglyMeasurable f μ) (hm : m ≤ m') :
    @[deprecated MeasureTheory.AEStronglyMeasurable.add (since := "2025-01-23")]
    theorem MeasureTheory.AEStronglyMeasurable'.add {α : Type u_1} {β : Type u_2} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] {f g : α → β} [Add β] [ContinuousAdd β] (hf : AEStronglyMeasurable f μ) (hg : AEStronglyMeasurable g μ) :
    @[deprecated MeasureTheory.AEStronglyMeasurable.neg (since := "2025-01-23")]
    theorem MeasureTheory.AEStronglyMeasurable'.neg {α : Type u_1} {β : Type u_2} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] [Neg β] [ContinuousNeg β] {f : α → β} (hfm : AEStronglyMeasurable f μ) :
    @[deprecated MeasureTheory.AEStronglyMeasurable.sub (since := "2025-01-23")]
    theorem MeasureTheory.AEStronglyMeasurable'.sub {α : Type u_1} {β : Type u_2} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] [AddGroup β] [IsTopologicalAddGroup β] {f g : α → β} (hfm : AEStronglyMeasurable f μ) (hgm : AEStronglyMeasurable g μ) :
    @[deprecated MeasureTheory.AEStronglyMeasurable.const_smul (since := "2025-01-23")]
    theorem MeasureTheory.AEStronglyMeasurable'.const_smul {α : Type u_1} {β : Type u_2} {𝕜 : Type u_3} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] {f : α → β} [SMul 𝕜 β] [ContinuousConstSMul 𝕜 β] (c : 𝕜) (hf : AEStronglyMeasurable f μ) :
    @[deprecated MeasureTheory.AEStronglyMeasurable.const_inner (since := "2025-01-23")]
    theorem MeasureTheory.AEStronglyMeasurable'.const_inner {α : Type u_1} {m m0 : MeasurableSpace α} {μ : Measure α} {𝕜 : Type u_4} {β : Type u_5} [RCLike 𝕜] [NormedAddCommGroup β] [InnerProductSpace 𝕜 β] {f : α → β} (hfm : AEStronglyMeasurable f μ) (c : β) :
    AEStronglyMeasurable (fun (x : α) => inner 𝕜 c (f x)) μ
    @[deprecated MeasureTheory.AEStronglyMeasurable.of_subsingleton_cod (since := "2025-01-23")]
    theorem MeasureTheory.AEStronglyMeasurable'.of_subsingleton {α : Type u_1} {β : Type u_2} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] {f : α → β} [Subsingleton β] :
    @[deprecated MeasureTheory.AEStronglyMeasurable.of_subsingleton_dom (since := "2025-01-23")]
    theorem MeasureTheory.AEStronglyMeasurable'.of_subsingleton' {α : Type u_1} {β : Type u_2} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] {f : α → β} [Subsingleton α] :
    @[deprecated MeasureTheory.AEStronglyMeasurable.mk (since := "2025-01-23")]
    noncomputable def MeasureTheory.AEStronglyMeasurable'.mk {α : Type u_1} {β : Type u_2} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] (f : α → β) (hfm : AEStronglyMeasurable f μ) :
    α → β

    An m-strongly measurable function almost everywhere equal to f.

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      @[deprecated MeasureTheory.AEStronglyMeasurable.stronglyMeasurable_mk (since := "2025-01-23")]
      @[deprecated MeasureTheory.AEStronglyMeasurable.ae_eq_mk (since := "2025-01-23")]
      theorem MeasureTheory.AEStronglyMeasurable'.ae_eq_mk {α : Type u_1} {β : Type u_2} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] {f : α → β} (hfm : AEStronglyMeasurable f μ) :
      @[deprecated Continuous.comp_aestronglyMeasurable (since := "2025-01-23")]
      theorem MeasureTheory.AEStronglyMeasurable'.continuous_comp {α : Type u_1} {β : Type u_2} {m m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace β] {γ : Type u_4} [TopologicalSpace γ] {f : α → β} {g : β → γ} (hg : Continuous g) (hf : AEStronglyMeasurable f μ) :
      @[deprecated MeasureTheory.AEStronglyMeasurable.of_trim (since := "2025-01-23")]
      theorem MeasureTheory.aeStronglyMeasurable'_of_aeStronglyMeasurable'_trim {α : Type u_1} {β : Type u_2} {m m0 m0' : MeasurableSpace α} [TopologicalSpace β] (hm0 : m0 ≤ m0') {μ : Measure α} {f : α → β} (hf : AEStronglyMeasurable f (μ.trim hm0)) :
      @[deprecated MeasureTheory.StronglyMeasurable.aestronglyMeasurable (since := "2025-01-23")]
      theorem MeasureTheory.StronglyMeasurable.aeStronglyMeasurable' {α : Type u_1} {β : Type u_2} {m x✝ : MeasurableSpace α} [TopologicalSpace β] {μ : Measure α} {f : α → β} (hf : StronglyMeasurable f) :
      @[deprecated MeasureTheory.ae_eq_trim_iff_of_aestronglyMeasurable (since := "2025-04-09")]

      Alias of MeasureTheory.ae_eq_trim_iff_of_aestronglyMeasurable.

      theorem MeasureTheory.AEStronglyMeasurable.comp_ae_measurable' {α : Type u_1} {β : Type u_2} {γ : Type u_3} [TopologicalSpace β] {mα : MeasurableSpace α} {x✝ : MeasurableSpace γ} {f : α → β} {μ : Measure γ} {g : γ → α} (hf : AEStronglyMeasurable f (Measure.map g μ)) (hg : AEMeasurable g μ) :
      @[deprecated MeasureTheory.AEStronglyMeasurable.of_measurableSpace_le_on (since := "2025-01-23")]
      theorem MeasureTheory.AEStronglyMeasurable'.aeStronglyMeasurable'_of_measurableSpace_le_on {α : Type u_1} {E : Type u_2} {m m₂ m0 : MeasurableSpace α} {μ : Measure α} [TopologicalSpace E] [Zero E] (hm : m ≤ m0) {s : Set α} {f : α → E} (hs_m : MeasurableSet s) (hs : ∀ (t : Set α), MeasurableSet (s ∩ t) → MeasurableSet (s ∩ t)) (hf : AEStronglyMeasurable f μ) (hf_zero : f =ᶠ[ae (μ.restrict sᶜ)] 0) :

      If the restriction to a set s of a σ-algebra m is included in the restriction to s of another σ-algebra m₂ (hypothesis hs), the set s is m measurable and a function f almost everywhere supported on s is m-ae-strongly-measurable, then f is also m₂-ae-strongly-measurable.

      The subset lpMeas of Lp functions a.e. measurable with respect to a sub-sigma-algebra #

      def MeasureTheory.lpMeasSubgroup {α : Type u_1} (F : Type u_2) [NormedAddCommGroup F] (m : MeasurableSpace α) [MeasurableSpace α] (p : ENNReal) (μ : Measure α) :
      AddSubgroup ↥(Lp F p μ)

      lpMeasSubgroup F m p μ is the subspace of Lp F p μ containing functions f verifying AEStronglyMeasurable[m] f μ, i.e. functions which are μ-a.e. equal to an m-strongly measurable function.

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        def MeasureTheory.lpMeas {α : Type u_1} (F : Type u_2) (𝕜 : Type u_3) [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] (m : MeasurableSpace α) [MeasurableSpace α] (p : ENNReal) (μ : Measure α) :
        Submodule 𝕜 ↥(Lp F p μ)

        lpMeas F 𝕜 m p μ is the subspace of Lp F p μ containing functions f verifying AEStronglyMeasurable[m] f μ, i.e. functions which are μ-a.e. equal to an m-strongly measurable function.

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          theorem MeasureTheory.mem_lpMeasSubgroup_iff_aestronglyMeasurable {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} {f : ↥(Lp F p μ)} :
          f ∈ lpMeasSubgroup F m p μ ↔ AEStronglyMeasurable (↑↑f) μ
          @[deprecated MeasureTheory.mem_lpMeasSubgroup_iff_aestronglyMeasurable (since := "2025-01-24")]
          theorem MeasureTheory.mem_lpMeasSubgroup_iff_aeStronglyMeasurable' {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} {f : ↥(Lp F p μ)} :
          f ∈ lpMeasSubgroup F m p μ ↔ AEStronglyMeasurable (↑↑f) μ

          Alias of MeasureTheory.mem_lpMeasSubgroup_iff_aestronglyMeasurable.

          @[deprecated MeasureTheory.mem_lpMeasSubgroup_iff_aestronglyMeasurable (since := "2025-04-09")]
          theorem MeasureTheory.mem_lpMeasSubgroup_iff_aeStronglyMeasurable {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} {f : ↥(Lp F p μ)} :
          f ∈ lpMeasSubgroup F m p μ ↔ AEStronglyMeasurable (↑↑f) μ

          Alias of MeasureTheory.mem_lpMeasSubgroup_iff_aestronglyMeasurable.

          theorem MeasureTheory.mem_lpMeas_iff_aestronglyMeasurable {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} {μ : Measure α} {f : ↥(Lp F p μ)} :
          f ∈ lpMeas F 𝕜 m p μ ↔ AEStronglyMeasurable (↑↑f) μ
          @[deprecated MeasureTheory.mem_lpMeas_iff_aestronglyMeasurable (since := "2025-01-24")]
          theorem MeasureTheory.mem_lpMeas_iff_aeStronglyMeasurable' {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} {μ : Measure α} {f : ↥(Lp F p μ)} :
          f ∈ lpMeas F 𝕜 m p μ ↔ AEStronglyMeasurable (↑↑f) μ

          Alias of MeasureTheory.mem_lpMeas_iff_aestronglyMeasurable.

          @[deprecated MeasureTheory.mem_lpMeas_iff_aestronglyMeasurable (since := "2025-04-09")]
          theorem MeasureTheory.mem_lpMeas_iff_aeStronglyMeasurable {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} {μ : Measure α} {f : ↥(Lp F p μ)} :
          f ∈ lpMeas F 𝕜 m p μ ↔ AEStronglyMeasurable (↑↑f) μ

          Alias of MeasureTheory.mem_lpMeas_iff_aestronglyMeasurable.

          theorem MeasureTheory.lpMeas.aestronglyMeasurable {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m x✝ : MeasurableSpace α} {μ : Measure α} (f : ↥(lpMeas F 𝕜 m p μ)) :
          AEStronglyMeasurable (↑↑↑f) μ
          @[deprecated MeasureTheory.lpMeas.aestronglyMeasurable (since := "2025-01-24")]
          theorem MeasureTheory.lpMeas.aeStronglyMeasurable' {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m x✝ : MeasurableSpace α} {μ : Measure α} (f : ↥(lpMeas F 𝕜 m p μ)) :
          AEStronglyMeasurable (↑↑↑f) μ

          Alias of MeasureTheory.lpMeas.aestronglyMeasurable.

          @[deprecated MeasureTheory.lpMeas.aestronglyMeasurable (since := "2025-04-09")]
          theorem MeasureTheory.lpMeas.aeStronglyMeasurable {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m x✝ : MeasurableSpace α} {μ : Measure α} (f : ↥(lpMeas F 𝕜 m p μ)) :
          AEStronglyMeasurable (↑↑↑f) μ

          Alias of MeasureTheory.lpMeas.aestronglyMeasurable.

          theorem MeasureTheory.mem_lpMeas_self {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m0 : MeasurableSpace α} (μ : Measure α) (f : ↥(Lp F p μ)) :
          f ∈ lpMeas F 𝕜 m0 p μ
          theorem MeasureTheory.mem_lpMeas_indicatorConstLp {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} (hm : m ≤ m0) {μ : Measure α} {s : Set α} (hs : MeasurableSet s) (hμs : μ s ≠ ⊤) {c : F} :
          indicatorConstLp p ⋯ hμs c ∈ lpMeas F 𝕜 m p μ

          The subspace lpMeas is complete. #

          We define an IsometryEquiv between lpMeasSubgroup and the Lp space corresponding to the measure μ.trim hm. As a consequence, the completeness of Lp implies completeness of lpMeasSubgroup (and lpMeas).

          theorem MeasureTheory.memLp_trim_of_mem_lpMeasSubgroup {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f : ↥(Lp F p μ)) (hf_meas : f ∈ lpMeasSubgroup F m p μ) :
          MemLp (Exists.choose ⋯) p (μ.trim hm)

          If f belongs to lpMeasSubgroup F m p μ, then the measurable function it is almost everywhere equal to (given by AEMeasurable.mk) belongs to ℒp for the measure μ.trim hm.

          @[deprecated MeasureTheory.memLp_trim_of_mem_lpMeasSubgroup (since := "2025-02-21")]
          theorem MeasureTheory.memℒp_trim_of_mem_lpMeasSubgroup {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f : ↥(Lp F p μ)) (hf_meas : f ∈ lpMeasSubgroup F m p μ) :
          MemLp (Exists.choose ⋯) p (μ.trim hm)

          Alias of MeasureTheory.memLp_trim_of_mem_lpMeasSubgroup.


          If f belongs to lpMeasSubgroup F m p μ, then the measurable function it is almost everywhere equal to (given by AEMeasurable.mk) belongs to ℒp for the measure μ.trim hm.

          theorem MeasureTheory.mem_lpMeasSubgroup_toLp_of_trim {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f : ↥(Lp F p (μ.trim hm))) :
          MemLp.toLp ↑↑f ⋯ ∈ lpMeasSubgroup F m p μ

          If f belongs to Lp for the measure μ.trim hm, then it belongs to the subgroup lpMeasSubgroup F m p μ.

          noncomputable def MeasureTheory.lpMeasSubgroupToLpTrim {α : Type u_1} (F : Type u_2) (p : ENNReal) [NormedAddCommGroup F] {m m0 : MeasurableSpace α} (μ : Measure α) (hm : m ≤ m0) (f : ↥(lpMeasSubgroup F m p μ)) :
          ↥(Lp F p (μ.trim hm))

          Map from lpMeasSubgroup to Lp F p (μ.trim hm).

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            noncomputable def MeasureTheory.lpMeasToLpTrim {α : Type u_1} (F : Type u_2) (𝕜 : Type u_3) (p : ENNReal) [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} (μ : Measure α) (hm : m ≤ m0) (f : ↥(lpMeas F 𝕜 m p μ)) :
            ↥(Lp F p (μ.trim hm))

            Map from lpMeas to Lp F p (μ.trim hm).

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              noncomputable def MeasureTheory.lpTrimToLpMeasSubgroup {α : Type u_1} (F : Type u_2) (p : ENNReal) [NormedAddCommGroup F] {m m0 : MeasurableSpace α} (μ : Measure α) (hm : m ≤ m0) (f : ↥(Lp F p (μ.trim hm))) :
              ↥(lpMeasSubgroup F m p μ)

              Map from Lp F p (μ.trim hm) to lpMeasSubgroup, inverse of lpMeasSubgroupToLpTrim.

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                noncomputable def MeasureTheory.lpTrimToLpMeas {α : Type u_1} (F : Type u_2) (𝕜 : Type u_3) (p : ENNReal) [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} (μ : Measure α) (hm : m ≤ m0) (f : ↥(Lp F p (μ.trim hm))) :
                ↥(lpMeas F 𝕜 m p μ)

                Map from Lp F p (μ.trim hm) to lpMeas, inverse of Lp_meas_to_Lp_trim.

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                  theorem MeasureTheory.lpMeasSubgroupToLpTrim_ae_eq {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f : ↥(lpMeasSubgroup F m p μ)) :
                  ↑↑(lpMeasSubgroupToLpTrim F p μ hm f) =ᶠ[ae μ] ↑↑↑f
                  theorem MeasureTheory.lpTrimToLpMeasSubgroup_ae_eq {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f : ↥(Lp F p (μ.trim hm))) :
                  ↑↑↑(lpTrimToLpMeasSubgroup F p μ hm f) =ᶠ[ae μ] ↑↑f
                  theorem MeasureTheory.lpMeasToLpTrim_ae_eq {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f : ↥(lpMeas F 𝕜 m p μ)) :
                  ↑↑(lpMeasToLpTrim F 𝕜 p μ hm f) =ᶠ[ae μ] ↑↑↑f
                  theorem MeasureTheory.lpTrimToLpMeas_ae_eq {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f : ↥(Lp F p (μ.trim hm))) :
                  ↑↑↑(lpTrimToLpMeas F 𝕜 p μ hm f) =ᶠ[ae μ] ↑↑f
                  theorem MeasureTheory.lpMeasSubgroupToLpTrim_add {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f g : ↥(lpMeasSubgroup F m p μ)) :
                  theorem MeasureTheory.lpMeasSubgroupToLpTrim_neg {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f : ↥(lpMeasSubgroup F m p μ)) :
                  theorem MeasureTheory.lpMeasSubgroupToLpTrim_sub {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f g : ↥(lpMeasSubgroup F m p μ)) :
                  theorem MeasureTheory.lpMeasToLpTrim_smul {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (c : 𝕜) (f : ↥(lpMeas F 𝕜 m p μ)) :
                  lpMeasToLpTrim F 𝕜 p μ hm (c • f) = c • lpMeasToLpTrim F 𝕜 p μ hm f
                  theorem MeasureTheory.lpMeasSubgroupToLpTrim_norm_map {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [hp : Fact (1 ≤ p)] (hm : m ≤ m0) (f : ↥(lpMeasSubgroup F m p μ)) :

                  lpMeasSubgroupToLpTrim preserves the norm.

                  theorem MeasureTheory.isometry_lpMeasSubgroupToLpTrim {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [hp : Fact (1 ≤ p)] (hm : m ≤ m0) :
                  noncomputable def MeasureTheory.lpMeasSubgroupToLpTrimIso {α : Type u_1} (F : Type u_2) (p : ENNReal) [NormedAddCommGroup F] {m m0 : MeasurableSpace α} (μ : Measure α) [Fact (1 ≤ p)] (hm : m ≤ m0) :
                  ↥(lpMeasSubgroup F m p μ) ≃ᵢ ↥(Lp F p (μ.trim hm))

                  lpMeasSubgroup and Lp F p (μ.trim hm) are isometric.

                  Equations
                  • One or more equations did not get rendered due to their size.
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                    noncomputable def MeasureTheory.lpMeasSubgroupToLpMeasIso {α : Type u_1} (F : Type u_2) (𝕜 : Type u_3) (p : ENNReal) [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} (μ : Measure α) [Fact (1 ≤ p)] :
                    ↥(lpMeasSubgroup F m p μ) ≃ᵢ ↥(lpMeas F 𝕜 m p μ)

                    lpMeasSubgroup and lpMeas are isometric.

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                      noncomputable def MeasureTheory.lpMeasToLpTrimLie {α : Type u_1} (F : Type u_2) (𝕜 : Type u_3) (p : ENNReal) [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} (μ : Measure α) [Fact (1 ≤ p)] (hm : m ≤ m0) :
                      ↥(lpMeas F 𝕜 m p μ) ≃ₗᵢ[𝕜] ↥(Lp F p (μ.trim hm))

                      lpMeas and Lp F p (μ.trim hm) are isometric, with a linear equivalence.

                      Equations
                      • One or more equations did not get rendered due to their size.
                      Instances For
                        instance MeasureTheory.instCompleteSpaceSubtypeAEEqFunMemAddSubgroupLpSubmoduleLpMeasOfFactLeMeasurableSpace {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} {μ : Measure α} [hm : Fact (m ≤ m0)] [CompleteSpace F] [hp : Fact (1 ≤ p)] :
                        CompleteSpace ↥(lpMeas F 𝕜 m p μ)
                        theorem MeasureTheory.isComplete_aestronglyMeasurable {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [hp : Fact (1 ≤ p)] [CompleteSpace F] (hm : m ≤ m0) :
                        IsComplete {f : ↥(Lp F p μ) | AEStronglyMeasurable (↑↑f) μ}
                        @[deprecated MeasureTheory.isComplete_aestronglyMeasurable (since := "2025-04-09")]
                        theorem MeasureTheory.isComplete_aeStronglyMeasurable' {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [hp : Fact (1 ≤ p)] [CompleteSpace F] (hm : m ≤ m0) :
                        IsComplete {f : ↥(Lp F p μ) | AEStronglyMeasurable (↑↑f) μ}

                        Alias of MeasureTheory.isComplete_aestronglyMeasurable.

                        theorem MeasureTheory.isClosed_aestronglyMeasurable {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [Fact (1 ≤ p)] [CompleteSpace F] (hm : m ≤ m0) :
                        IsClosed {f : ↥(Lp F p μ) | AEStronglyMeasurable (↑↑f) μ}
                        @[deprecated MeasureTheory.isClosed_aestronglyMeasurable (since := "2025-04-09")]
                        theorem MeasureTheory.isClosed_aeStronglyMeasurable' {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [Fact (1 ≤ p)] [CompleteSpace F] (hm : m ≤ m0) :
                        IsClosed {f : ↥(Lp F p μ) | AEStronglyMeasurable (↑↑f) μ}

                        Alias of MeasureTheory.isClosed_aestronglyMeasurable.

                        theorem MeasureTheory.lpMeas.ae_fin_strongly_measurable' {α : Type u_1} {F : Type u_2} {𝕜 : Type u_3} {p : ENNReal} [RCLike 𝕜] [NormedAddCommGroup F] [NormedSpace 𝕜 F] {m m0 : MeasurableSpace α} {μ : Measure α} (hm : m ≤ m0) (f : ↥(lpMeas F 𝕜 m p μ)) (hp_ne_zero : p ≠ 0) (hp_ne_top : p ≠ ⊤) :
                        ∃ (g : α → F), FinStronglyMeasurable g (μ.trim hm) ∧ ↑↑↑f =ᶠ[ae μ] g

                        We do not get ae_fin_strongly_measurable f (μ.trim hm), since we don't have f =ᵐ[μ.trim hm] Lp_meas_to_Lp_trim F 𝕜 p μ hm f but only the weaker f =ᵐ[μ] Lp_meas_to_Lp_trim F 𝕜 p μ hm f.

                        theorem MeasureTheory.lpMeasToLpTrimLie_symm_indicator {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} [one_le_p : Fact (1 ≤ p)] [NormedSpace ℝ F] {hm : m ≤ m0} {s : Set α} {μ : Measure α} (hs : MeasurableSet s) (hμs : (μ.trim hm) s ≠ ⊤) (c : F) :
                        ↑((lpMeasToLpTrimLie F ℝ p μ hm).symm (indicatorConstLp p hs hμs c)) = indicatorConstLp p ⋯ ⋯ c

                        When applying the inverse of lpMeasToLpTrimLie (which takes a function in the Lp space of the sub-sigma algebra and returns its version in the larger Lp space) to an indicator of the sub-sigma-algebra, we obtain an indicator in the Lp space of the larger sigma-algebra.

                        theorem MeasureTheory.lpMeasToLpTrimLie_symm_toLp {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [one_le_p : Fact (1 ≤ p)] [NormedSpace ℝ F] (hm : m ≤ m0) (f : α → F) (hf : MemLp f p (μ.trim hm)) :
                        ↑((lpMeasToLpTrimLie F ℝ p μ hm).symm (MemLp.toLp f hf)) = MemLp.toLp f ⋯
                        theorem MeasureTheory.Lp.induction_stronglyMeasurable_aux {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [Fact (1 ≤ p)] [NormedSpace ℝ F] (hm : m ≤ m0) (hp_ne_top : p ≠ ⊤) (P : ↥(Lp F p μ) → Prop) (h_ind : ∀ (c : F) {s : Set α} (hs : MeasurableSet s) (hμs : μ s < ⊤), P ↑(simpleFunc.indicatorConst p ⋯ ⋯ c)) (h_add : ∀ ⦃f g : α → F⦄ (hf : MemLp f p μ) (hg : MemLp g p μ), AEStronglyMeasurable f μ → AEStronglyMeasurable g μ → Disjoint (Function.support f) (Function.support g) → P (MemLp.toLp f hf) → P (MemLp.toLp g hg) → P (MemLp.toLp f hf + MemLp.toLp g hg)) (h_closed : IsClosed {f : ↥(lpMeas F ℝ m p μ) | P ↑f}) (f : ↥(Lp F p μ)) :
                        AEStronglyMeasurable (↑↑f) μ → P f

                        Auxiliary lemma for Lp.induction_stronglyMeasurable.

                        theorem MeasureTheory.Lp.induction_stronglyMeasurable {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [Fact (1 ≤ p)] [NormedSpace ℝ F] (hm : m ≤ m0) (hp_ne_top : p ≠ ⊤) (P : ↥(Lp F p μ) → Prop) (h_ind : ∀ (c : F) {s : Set α} (hs : MeasurableSet s) (hμs : μ s < ⊤), P ↑(simpleFunc.indicatorConst p ⋯ ⋯ c)) (h_add : ∀ ⦃f g : α → F⦄ (hf : MemLp f p μ) (hg : MemLp g p μ), StronglyMeasurable f → StronglyMeasurable g → Disjoint (Function.support f) (Function.support g) → P (MemLp.toLp f hf) → P (MemLp.toLp g hg) → P (MemLp.toLp f hf + MemLp.toLp g hg)) (h_closed : IsClosed {f : ↥(lpMeas F ℝ m p μ) | P ↑f}) (f : ↥(Lp F p μ)) :
                        AEStronglyMeasurable (↑↑f) μ → P f

                        To prove something for an Lp function a.e. strongly measurable with respect to a sub-σ-algebra m in a normed space, it suffices to show that

                        • the property holds for (multiples of) characteristic functions which are measurable w.r.t. m;
                        • is closed under addition;
                        • the set of functions in Lp strongly measurable w.r.t. m for which the property holds is closed.
                        theorem MeasureTheory.MemLp.induction_stronglyMeasurable {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [Fact (1 ≤ p)] [NormedSpace ℝ F] (hm : m ≤ m0) (hp_ne_top : p ≠ ⊤) (P : (α → F) → Prop) (h_ind : ∀ (c : F) ⦃s : Set α⦄, MeasurableSet s → μ s < ⊤ → P (s.indicator fun (x : α) => c)) (h_add : ∀ ⦃f g : α → F⦄, Disjoint (Function.support f) (Function.support g) → MemLp f p μ → MemLp g p μ → StronglyMeasurable f → StronglyMeasurable g → P f → P g → P (f + g)) (h_closed : IsClosed {f : ↥(lpMeas F ℝ m p μ) | P ↑↑↑f}) (h_ae : ∀ ⦃f g : α → F⦄, f =ᶠ[ae μ] g → MemLp f p μ → P f → P g) ⦃f : α → F⦄ :
                        MemLp f p μ → AEStronglyMeasurable f μ → P f

                        To prove something for an arbitrary MemLp function a.e. strongly measurable with respect to a sub-σ-algebra m in a normed space, it suffices to show that

                        • the property holds for (multiples of) characteristic functions which are measurable w.r.t. m;
                        • is closed under addition;
                        • the set of functions in the Lᵖ space strongly measurable w.r.t. m for which the property holds is closed.
                        • the property is closed under the almost-everywhere equal relation.
                        @[deprecated MeasureTheory.MemLp.induction_stronglyMeasurable (since := "2025-02-21")]
                        theorem MeasureTheory.Memℒp.induction_stronglyMeasurable {α : Type u_1} {F : Type u_2} {p : ENNReal} [NormedAddCommGroup F] {m m0 : MeasurableSpace α} {μ : Measure α} [Fact (1 ≤ p)] [NormedSpace ℝ F] (hm : m ≤ m0) (hp_ne_top : p ≠ ⊤) (P : (α → F) → Prop) (h_ind : ∀ (c : F) ⦃s : Set α⦄, MeasurableSet s → μ s < ⊤ → P (s.indicator fun (x : α) => c)) (h_add : ∀ ⦃f g : α → F⦄, Disjoint (Function.support f) (Function.support g) → MemLp f p μ → MemLp g p μ → StronglyMeasurable f → StronglyMeasurable g → P f → P g → P (f + g)) (h_closed : IsClosed {f : ↥(lpMeas F ℝ m p μ) | P ↑↑↑f}) (h_ae : ∀ ⦃f g : α → F⦄, f =ᶠ[ae μ] g → MemLp f p μ → P f → P g) ⦃f : α → F⦄ :
                        MemLp f p μ → AEStronglyMeasurable f μ → P f

                        Alias of MeasureTheory.MemLp.induction_stronglyMeasurable.


                        To prove something for an arbitrary MemLp function a.e. strongly measurable with respect to a sub-σ-algebra m in a normed space, it suffices to show that

                        • the property holds for (multiples of) characteristic functions which are measurable w.r.t. m;
                        • is closed under addition;
                        • the set of functions in the Lᵖ space strongly measurable w.r.t. m for which the property holds is closed.
                        • the property is closed under the almost-everywhere equal relation.