Suppose F and G are two probability distributions on RI k. Let L be the set of
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Suppose F and G are two probability distributions on RI k. Let L be the set of (measurable) functions f from RI k to RI satisfying |f(x)−f(y)| ≤
|x − y|, where |·| is the usual Euclidean norm. Define the Bounded-Lipschitz Metric as
λ(F, G) = sup{|EF f(X) − EGf(X)| : f ∈ L} .
Show that Fn d
→ F is equivalent to λ(Fn, F) → 0. Thus, weak convergence on RI k is metrizable. [See examples 21-22 in Pollard (1984).]
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Testing Statistical Hypotheses
ISBN: 9781441931788
3rd Edition
Authors: Erich L. Lehmann, Joseph P. Romano
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