Documentation

TauCeti.Probability.Moments.LaplaceDeterminacy

A finite measure on ℝ≥0 is determined by its Laplace transform #

Main results #

Implementation #

The substitution y = e^{-x} converts the Laplace transform into a moment sequence: at a natural argument n, ∫ e^{-n x} dμ = ∫ yⁿ d(μ.map (x ↦ e^{-x})). So matching Laplace transforms give pushforwards with matching moments, and the pushforwards are moment-determinate because they are carried by (0, 1] — bounded support makes the exponential-moment hypothesis of Measure.ext_of_forall_integral_pow_eq_of_exists_integrable_exp automatic. Finally x ↦ e^{-x} is injective and measurable between standard Borel spaces, hence a measurable embedding by Lusin–Souslin, and MeasurableEmbedding.map_injective recovers μ = ν from the equal pushforwards.

Only the transform's values at natural arguments are used, which is why the primary statement quantifies over ℕ; the real-argument form is a one-line corollary for callers that have it.

This is the uniqueness half of the Bernstein milestone in TauCetiRoadmap/OneParameterSemigroups/README.md, Part B. The existence half is a separate, independent development, and the two are combined in the Hausdorff--Bernstein--Widder theorem (TauCeti.hausdorff_bernstein_widder_existsUnique in Analysis/CompletelyMonotone/Bernstein/HausdorffBernsteinWidder.lean). Nothing here mentions complete monotonicity — the statement is about two arbitrary finite measures — which is why it lives beside the other determinacy results rather than under Analysis/CompletelyMonotone/.

A finite measure on ℝ≥0 is determined by its Laplace transform at the natural numbers.

Substituting y = e^{-x} turns the value at n into the n-th moment of the pushforward, which is carried by (0, 1] and so is moment-determinate.

A finite measure on ℝ≥0 is determined by its Laplace transform. The convenience form taking the hypothesis at every nonnegative real; the proof needs only the natural numbers, so Measure.ext_of_forall_integral_exp_neg_natCast_mul_eq is the sharper statement.