Alphabeta Math
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Pointwise limit discontinuous at zero signals mass escape

Statement refuted

A pointwise limit of characteristic functions need not be a characteristic function. Under AC, take μn uniform on [n,n], n1. Its characteristic function is sin(nt)/(nt) for t0, with value one at zero. The pointwise limit is 1{0}(t), which is not a characteristic function, and the family of laws is not tight.

Facts & Assumptions

Given: The hypotheses and conventions in the statement refuted.

[F1]

Every characteristic function is continuous at zero. Basic properties of characteristic functions.

[F2]

Tightness requires a common compact set for all laws. Tight family of probability measures.

[F4]

The real trigonometric primitives differentiate as usual. The derivatives of sine and cosine are cosine and minus sine.

[F6]

AC supplies that countable choice. The Axiom of Choice.

[F8]

The defining integrand has unit modulus. Characteristic function of a real random variable.

[F9]

Nonnegative measurable tests against a density can be integrated as products. Integrating against a density agrees with integrating the product.

Counterexample

technique · direct
1.1

For each integer n1, the Borel density 1[n,n]/(2n) integrates to one and hence defines μn. Apply [F9] separately to the positive and negative parts of the bounded real functions cos(tx) and sin(tx) and subtract their finite integrals; reassembling the real and imaginary components shows that its transform is (2n)1nneitxdx. When t0, integrating the cosine using sin(tx)/t gives sin(nt)/(nt), and the sine integral vanishes by oddness (or its primitive cos(tx)/t). The compact bridge validates these Lebesgue calculations. At t=0 the integrand is one. For each fixed nonzero t, sin(nt)/(nt)1/(nt)0, while at zero the sequence is constantly one.

F3F4F5F7F8F9F11
2.1

The function 1{0} is discontinuous at zero: at t=1/k its value is zero for every positive integer k, while its value at zero is one. Since every characteristic function is continuous there, it cannot be the characteristic function of any Borel probability. Moreover for every M0, μn([M,M])=min(1,M/n)0. Every nonempty compact K is contained in such an interval, so eventually μn(K)<1/2 and its complement has mass greater than 1/2. The empty compact set has complement mass one for every n. No compact set works for error 1/2, proving non-tightness. The index n=0 is excluded because the displayed density divides by 2n; a point mass at zero would be a different law. AC is used only through the compact integration bridge and its continuous-integrand prerequisites.

step 1.1F1F2F6F10

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