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Atlas.TheoryOfProbability.code.KolmogorovContinuity

The set of dyadic rationals in ℝ, i.e., real numbers of the form k / 2 ^ n for some integer k and natural number n. This is the dense countable set on which the Kolmogorov continuity theorem first establishes Hölder continuity.

Instances For
    theorem kolmogorov_continuity_theorem {Ω : Type u_1} {m : MeasurableSpace Ω} {μ : MeasureTheory.Measure Ω} [MeasureTheory.IsProbabilityMeasure μ] {X : Ω} {α β K : } ( : 0 < α) ( : 0 < β) (hK : 0 K) (hkolm : ∀ (s t : ), (ω : Ω), |X s ω - X t ω| ^ β μ K * |s - t| ^ (1 + α)) (γ : ) :
    γ < α / βγ > 0∃ (Y : Ω), (∀ (t : ), ∀ᵐ (ω : Ω) μ, Y t ω = X t ω) ∀ᵐ (ω : Ω) μ, ∃ (C : ), 0 < C ∀ (q r : ), q dyadicRationals Set.Icc 0 1r dyadicRationals Set.Icc 0 1|Y q ω - Y r ω| C * |q - r| ^ γ

    Kolmogorov continuity theorem. Suppose E |X_s - X_t|^β ≤ K |t - s|^{1+α} where α, β > 0. Then for every γ < α/β with γ > 0, there exists a modification Y of the process X (i.e., Y t = X t almost surely for each t) such that with probability one there is a constant C(ω) > 0 with |Y(q,ω) - Y(r,ω)| ≤ C |q - r|^γ for all dyadic rationals q, r ∈ [0,1]. In other words, Y has Hölder-continuous sample paths of exponent γ on the dyadic rationals of the unit interval.