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LeanPool.Superdiffusion.Algsuperdiff.Section4.Provider.Proportion.AtomTail

AtomTail #

Ported from scottnarmstrong/Superdiffusion at 7f20476385d4af418f110303085ad0740c9eba46. Module imports, support namespace and local option directives adapted for Lean Pool.

The per-atom Γ_{1/3} tail of the 𝒢₀ bracket #

ABK26, §4.1, l.good.scales.ratio.lambda, the per-annulus atom tail, display:

( σ_{k−3} λ_{γ,2}^{-1}(z+□_{k−2}; 𝐚_{k−2}) − C_{(e.cg.ellip.lower)} )_+
  ≤ 𝒪_{Γ_{1/3}} ( exp( − C^{−1} c⋆² γ^{−1} ) ) ,      k ∈ ℤ.

The left side is Localize.cgExcess M Ccg (k−2) z at the definite constant Support.cgEllipLowerConstant d (the same choice the frozen 𝒢₀ uses, so no cross-anchor witness mismatch is possible). The right side is produced here from the Section 3 anchor Frozen.Section3.coarse_ellipticity_bounds alone.

What the anchor gives, and how it is instantiated #

The anchor's lower leg is a Probability.IsLowerIntegerFamilyOrlicz: ONE measurable witness Y with

for b = lowerEllipticityProfile C_cg γ s q. The instantiation used here is

anchor slotvaluewhy
mk − 2the 𝒢₀ bracket's cube index; then m − 1 = k − 3 is its σ index
Lk − 2the 𝒢₀ bracket's truncation index; k − 2 ≥ k − 3
σ1/3Γ_{(1−σ)/2} = Γ_{1/3} is the tex's index (graph)
qSupport.coarseEllipticityExponentTwo𝒢₀ reads λ_{γ,2}^{-1}
sM.gamma𝒢₀ reads λ_{γ,2}^{-1}

At s = γ and q = 2 the deterministic shift collapses to the bare constant, lowerEllipticityProfile C_cg γ γ 2 = C_cg γ (2γ−γ)^{−1} = C_cg (lowerEllipticityProfile_two_diag), which is why the manuscript's C_{(e.cg.ellip.lower)} is a pure constant and why the bracket subtracted inside 𝒢₀ is exactly the anchor's own shift.

The lattice z: stationarity, not a new estimate #

The 𝒢₀ bracket at the lattice centre z is the origin bracket read at the translated sample. The tail therefore transfers by the law-level stationarity GoodEvents.measurePreserving_translateCutoffSample (valid for real z), through the generic device isBigOWith_comp_measurePreserving proved below. No per-z instance of the anchor is used, and no lattice restriction is needed.

References #

1. Two generic weak-Orlicz devices #

theorem Algsuperdiff.Section4.Provider.Proportion.isBigOWith_comp_measurePreserving {Omega : Type u_1} [MeasurableSpace Omega] {mu : MeasureTheory.Measure Omega} {Psi : ℝ → ℝ} {X : Omega → ℝ} {A : ℝ} {T : Omega → Omega} (hT : MeasureTheory.MeasurePreserving T mu mu) (hX : Measurable X) (h : HCPolySupport.IndependentSums.IsBigOWith mu Psi X A) :
HCPolySupport.IndependentSums.IsBigOWith mu Psi (fun (omega : Omega) => X (T omega)) A

A weak-Orlicz upper tail transports along a measure-preserving map. The tail event of X ∘ T is the T-preimage of the tail event of X, and a measure-preserving map does not change its mass. This is the device that turns the origin-centred estimate into the estimate at an arbitrary lattice centre.

theorem Algsuperdiff.Section4.Provider.Proportion.isBigOWith_max_zero {Omega : Type u_1} [MeasurableSpace Omega] {mu : MeasureTheory.Measure Omega} {Psi : ℝ → ℝ} {X : Omega → ℝ} {A : ℝ} (hA : 0 < A) (h : HCPolySupport.IndependentSums.IsBigOWith mu Psi X A) :
HCPolySupport.IndependentSums.IsBigOWith mu Psi (fun (omega : Omega) => max (X omega) 0) A

Clamping at zero does not change a weak-Orlicz upper tail at a positive scale. For A > 0 and t ≥ 1 the level A t is positive, so the tail events of X and of max X 0 coincide. This is what turns the anchor's witness Y into a bound for the positive part (·)_+.

2. The deterministic shift at the diagonal window s = γ, q = 2 #

lowerEllipticityProfile C γ γ 2 = C. The anchor's deterministic shift at the 𝒢₀ parameters is the bare constant: the pole s (2s − γ)^{−1} equals 1 on the diagonal s = γ. This is the identification that lets the 𝒢₀ bracket subtract the anchor's own shift and call it C_{(e.cg.ellip.lower)}.

3. The Orlicz amplitude #

The amplitude of the coarse-ellipticity display, exp(−(C_cg^{−1} E^{−2} γ^{−1})). At the budget E = C c⋆^{−1} supplied this is exp(−(C_cg C²)^{−1} c⋆² γ^{−1}), the manuscript's exp(−C^{−1} c⋆² γ^{−1}).

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    4. The per-atom tail #

    The 𝒢₀ atom tail, at the anchor's own premises.

    ( σ_{k−3} λ_{γ,2}^{-1}(z+□_{k−2}; 𝐚_{k−2}) − C_{(e.cg.ellip.lower)} )_+
      ≤ 𝒪_{Γ_{1/3}} ( exp(−(C_cg^{−1} E^{−2} γ^{−1})) )
    

    for k ∈ ℤ real centre z (in particular every triadic lattice point). The constant subtracted is Support.cgEllipLowerConstant d, the same definite choice the frozen 𝒢₀ uses.

    The hypotheses are exactly the anchor's, at σ = 1/3, s = γ, q = 2: hstate is 𝒮(k−3, E), hE and hEup are its E-window, and hwin is its s-window read at s = γ.

    5. The packaged form, through's all-scales budget #

    The 𝒢₀ atom tail in the printed shape.

    There is a dimensional constant C(d) such that every model in the printed regime γ ≤ C^{−10} c⋆^{10} — and satisfying the anchor's own s-window at s = γ — has, for every k ∈ ℤ and every real centre z,

    ( σ_{k−3} λ_{γ,2}^{-1}(z+□_{k−2}; 𝐚_{k−2}) − C_{(e.cg.ellip.lower)} )_+
      ≤ 𝒪_{Γ_{1/3}} ( exp(−(C_cg C²)^{−1} c⋆² γ^{−1}) ) ,
    

    the amplitude being the manuscript's exp(−C^{−1} c⋆² γ^{−1}) after the E = C c⋆^{−1} substitution E^{−2} = C^{−2} c⋆².

    The induction state and both E-window premises of p.cg.ellipticity.bounds are discharged here, by exists_allScalesInductionState_ge at the floor (3/2)·exp(3 C_cg) and the proved c⋆ ≤ 3/2. The s-window premise hwin is passed through: it is the anchor's own window and is a caller obligation.