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Weighted Off-Diagonal Brownian Cancellation

Proved
LevyStochCalc.Brownian.Ito.offDiagonal_increment_integral_zero_weighted_readable

by Lazyfill · Oct 26, 2026 · Mathlib 0df444a (Lean v4.33.1)

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concavevendored-levystochcalc

This establishes cancellation of a weighted product of separated Brownian increments. Let WWW be a Brownian motion with Brownian filtration F\mathcal FF, let 0≤a1<b1≤a2<b20\le a_1<b_1\le a_2<b_20≤a1​<b1​≤a2​<b2​, and let ξ1,ξ2,g:Ω→R\xi_1,\xi_2,g:\Omega\to\mathbb Rξ1​,ξ2​,g:Ω→R be strongly measurable with respect to Fa1\mathcal F_{a_1}Fa1​​, Fa2\mathcal F_{a_2}Fa2​​, and Fa1\mathcal F_{a_1}Fa1​​, respectively. Then

∫g (ξ1(Wb1−Wa1))(ξ2(Wb2−Wa2)) dP=0.\int g\,\bigl(\xi_1(W_{b_1}-W_{a_1})\bigr)\bigl(\xi_2(W_{b_2}-W_{a_2})\bigr)\,dP=0.∫g(ξ1​(Wb1​​−Wa1​​))(ξ2​(Wb2​​−Wa2​​))dP=0.

This is a technical off-diagonal identity used when expanding squared sums of Brownian increments; the later increment is conditionally centered relative to the information available at a2a_2a2​.

Original Lean declaration header

Within namespace LevyStochCalc.Brownian.Ito. Shown in its original module context. Proof omitted.

lemma offDiagonal_increment_integral_zero_weighted
    {P : MeasureTheory.Measure Ω} [MeasureTheory.IsProbabilityMeasure P]
    (W : LevyStochCalc.Brownian.BrownianMotion P)
    (ℱ : Filtration ℝ ‹MeasurableSpace Ω›) (hℱ : IsBrownianFiltration W ℱ)
    {a₁ b₁ a₂ b₂ : ℝ} (ha₁ : 0 ≤ a₁) (h₁ : a₁ < b₁) (h₁₂ : b₁ ≤ a₂) (h₂ : a₂ < b₂)
    (ξ₁ ξ₂ g : Ω → ℝ)
    (hadapt₁ : @MeasureTheory.StronglyMeasurable Ω ℝ _
      (ℱ a₁) ξ₁)
    (hadapt₂ : @MeasureTheory.StronglyMeasurable Ω ℝ _
      (ℱ a₂) ξ₂)
    (hg : @MeasureTheory.StronglyMeasurable Ω ℝ _
      (ℱ a₁) g) :
    ∫ ω, g ω * ((ξ₁ ω * (W.W b₁ ω - W.W a₁ ω)) * (ξ₂ ω * (W.W b₂ ω - W.W a₂ ω))) ∂P
      = 0

Module navigation

Module: LevyStochCalc/Brownian/ItoL2CompletionCompensator.

Definition modules: LevyStochCalc/Brownian/Filtered, LevyStochCalc/Brownian/Construction.

Next: simpleIntegral_sub_eq_clamp_sum.

Source excerpt, lines 74–87 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_LevyStochCalc_Brownian_ItoL2CompletionCompensator

/-
Copyright (c) 2026 Christian Garry. All rights reserved.
Released under Apache 2.0 license as described in the file LICENSE.
Authors: Christian Garry
-/
-- Vendored from https://github.com/cgarryZA/LevyStochCalc at commit 984dbf0b790031eac05d56fe5a84b65e15e1e932 (upstream path LevyStochCalc/Brownian/ItoL2CompletionCompensator.lean; Apache-2.0; provenance in formalization/vendor/vendor-lock.json of the KLS repository)
open MeasureTheory
universe u
variable {Ω : Type u} [MeasurableSpace Ω]
Formal statement

lemma LevyStochCalc.Brownian.Ito.offDiagonal_increment_integral_zero_weighted_readable
    {P : MeasureTheory.Measure Ω} [MeasureTheory.IsProbabilityMeasure P]
    (W : LevyStochCalc.Brownian.BrownianMotion P)
    (ℱ : Filtration ℝ ‹MeasurableSpace Ω›) (hℱ : IsBrownianFiltration W ℱ)
    {a₁ b₁ a₂ b₂ : ℝ} (ha₁ : 0 ≤ a₁) (h₁ : a₁ < b₁) (h₁₂ : b₁ ≤ a₂) (h₂ : a₂ < b₂)
    (ξ₁ ξ₂ g : Ω → ℝ)
    (hadapt₁ : @MeasureTheory.StronglyMeasurable Ω ℝ _
      (ℱ a₁) ξ₁)
    (hadapt₂ : @MeasureTheory.StronglyMeasurable Ω ℝ _
      (ℱ a₂) ξ₂)
    (hg : @MeasureTheory.StronglyMeasurable Ω ℝ _
      (ℱ a₁) g) :
    ∫ ω, g ω * ((ξ₁ ω * (W.W b₁ ω - W.W a₁ ω)) * (ξ₂ ω * (W.W b₂ ω - W.W a₂ ω))) ∂P
      = 0 := by sorry
Source
Lean source: https://github.com/cgarryZA/LevyStochCalc/blob/984dbf0b790031eac05d56fe5a84b65e15e1e932/LevyStochCalc/Brownian/ItoL2CompletionCompensator.lean#L67-L132 (repository human-ai-mathematics/kls-lean, commit 408915f, module `LevyStochCalc.Brownian.ItoL2CompletionCompensator`, declaration `LevyStochCalc.Brownian.Ito.offDiagonal_increment_integral_zero_weighted`; the repository is private at upload time). Vendored from https://github.com/cgarryZA/LevyStochCalc at commit 984dbf0b790031eac05d56fe5a84b65e15e1e932 (Apache-2.0; upstream copyright notice retained in the Lean text).

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