Concentration of finite exchange samples #
Pair differences find centres in the individual fibres. Product sampling then turns concentration of an exchange sum into a bounded relation among those centres.
theorem
EGZ.Expansion.exists_center_of_pair_concentration
{A : Type u_1}
[Fintype A]
[Nonempty A]
{p W : ℕ}
(v : A → ZMod p)
{η : ℝ}
(h : (finiteProb fun (x : A × A) => ¬HasBoundedRepresentative p W (v x.2 - v x.1)) ≤ η)
:
∃ (r : ZMod p), (finiteProb fun (x : A) => ¬HasBoundedRepresentative p W (v x - r)) ≤ η
theorem
EGZ.Expansion.bounded_center_sum_of_concentration
{I : Type u_1}
[Fintype I]
[DecidableEq I]
(A : I → Type u_2)
[(i : I) → Fintype (A i)]
[∀ (i : I), Nonempty (A i)]
{p W : ℕ}
(v : (i : I) → A i → ZMod p)
(r : I → ZMod p)
(a : I → ℤ)
{η : ℝ}
(hcoord : ∀ (i : I), (finiteProb fun (x : A i) => ¬HasBoundedRepresentative p W (v i x - r i)) ≤ η)
(hsum : (finiteProb fun (x : (i : I) → A i) => ¬HasBoundedRepresentative p W (∑ i : I, ↑(a i) * v i (x i))) ≤ η)
(hsmall : (↑(Fintype.card I) + 1) * η < 1)
:
HasBoundedRepresentative p ((1 + ∑ i : I, (a i).natAbs) * W) (∑ i : I, ↑(a i) * r i)
If the samples usually lie near their individual centres, and their signed sum usually lies in a central slab, then the same is true of the signed sum of centres, at a wider deterministic radius.