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Almost-Sure Local Hölder Bounds on Unit Intervals

Proved
LevyStochCalc.Brownian.Continuity.kc_ae_interval_holder_readable

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

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

This is the almost-sure intervalwise Hölder estimate for a Kolmogorov process. Under the probability-space, process, and IsKolmogorovProcess assumptions above, let α>0\alpha>0α>0 satisfy αp<q−1\alpha p<q-1αp<q−1. Then for PPP-almost every ω\omegaω, every integer jjj admits K≥0K\ge0K≥0 and N∈NN\in\mathbb NN∈N such that for dyadic rationals s,t∈[j,j+1]s,t\in[j,j+1]s,t∈[j,j+1] with ∣s−t∣≤(1/2)N|s-t|\le(1/2)^N∣s−t∣≤(1/2)N,

∣X(s,ω)−X(t,ω)∣≤K∣s−t∣α.|X(s,\omega)-X(t,\omega)|\le K|s-t|^\alpha.∣X(s,ω)−X(t,ω)∣≤K∣s−t∣α.

The constants may depend on the path and on the interval index jjj.

Original Lean declaration header

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

lemma kc_ae_interval_holder
    (P : Measure Ω) [IsProbabilityMeasure P]
    (X : ℝ → Ω → ℝ) {p q : ℝ} {M : ℝ≥0}
    (hX : ProbabilityTheory.IsKolmogorovProcess X P p q M)
    {α : ℝ} (hα0 : 0 < α) (hαpq : α * p < q - 1) :
    ∀ᵐ ω ∂P, ∀ j : ℤ, ∃ (K : ℝ) (N : ℕ), 0 ≤ K ∧
      ∀ s ∈ dyadicRationals, ∀ t ∈ dyadicRationals,
        (j : ℝ) ≤ s → s ≤ (j : ℝ) + 1 → (j : ℝ) ≤ t → t ≤ (j : ℝ) + 1 →
        |s - t| ≤ (1 / 2 : ℝ) ^ N → |X s ω - X t ω| ≤ K * |s - t| ^ α

Module navigation

Module: LevyStochCalc/Brownian/ContinuityKolmogorovBounds.

Definition modules: LevyStochCalc/Brownian/ContinuityDyadicChaining.

Supporting theorems: dyadic_holder_chaining, kc_ae_increment_bound.

Previous: kc_ae_increment_bound · Next: kc_ae_nbhd_holder.

Source excerpt, lines 276–284 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_LevyStochCalc_Brownian_ContinuityKolmogorovBounds

/-
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/ContinuityKolmogorovBounds.lean; Apache-2.0; provenance in formalization/vendor/vendor-lock.json of the KLS repository)
open MeasureTheory ProbabilityTheory
open scoped NNReal ENNReal Topology
universe u
variable {Ω : Type u} [MeasurableSpace Ω]
Formal statement

lemma LevyStochCalc.Brownian.Continuity.kc_ae_interval_holder_readable
    (P : Measure Ω) [IsProbabilityMeasure P]
    (X : ℝ → Ω → ℝ) {p q : ℝ} {M : ℝ≥0}
    (hX : ProbabilityTheory.IsKolmogorovProcess X P p q M)
    {α : ℝ} (hα0 : 0 < α) (hαpq : α * p < q - 1) :
    ∀ᵐ ω ∂P, ∀ j : ℤ, ∃ (K : ℝ) (N : ℕ), 0 ≤ K ∧
      ∀ s ∈ dyadicRationals, ∀ t ∈ dyadicRationals,
        (j : ℝ) ≤ s → s ≤ (j : ℝ) + 1 → (j : ℝ) ≤ t → t ≤ (j : ℝ) + 1 →
        |s - t| ≤ (1 / 2 : ℝ) ^ N → |X s ω - X t ω| ≤ K * |s - t| ^ α := by sorry
Source
Lean source: https://github.com/cgarryZA/LevyStochCalc/blob/984dbf0b790031eac05d56fe5a84b65e15e1e932/LevyStochCalc/Brownian/ContinuityKolmogorovBounds.lean#L271-L306 (repository human-ai-mathematics/kls-lean, commit 408915f, module `LevyStochCalc.Brownian.ContinuityKolmogorovBounds`, declaration `LevyStochCalc.Brownian.Continuity.kc_ae_interval_holder`; 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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