Characteristic-function tightness bound
ID: characteristic-function-tightness-bound
For a probability measure on the real line with characteristic function , averaging over gives . This is at least when . Integrating gives the displayed bound. Consequently pointwise convergence of characteristic functions to a function continuous at zero implies tightness of probability measures, by the dominated convergence theorem on and a separate tail bound for the finitely many initial measures.
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