Suppose F and G are two probability distributions on IRk . Let L be the set of
Question:
Suppose F and G are two probability distributions on IRk . Let L be the set of (measurable) functions f from IRk to IR satisfying | f (x) − f (y)|≤|x − y|
and supx | f (x)| ≤ 1, where |·| is the usual Euclidean norm. Define the BoundedLipschitz Metric as λ(F, G) = sup{|EF f (X) − EG f (X)| : f ∈ L} .
Show that Fn d → F is equivalent to λ(Fn, F) → 0. Thus, weak convergence on IRk is metrizable. [See examples 21–22 in Pollard (1984).]
Fantastic news! We've Found the answer you've been seeking!
Step by Step Answer:
Related Book For
Testing Statistical Hypotheses Volume I
ISBN: 9783030705770
4th Edition
Authors: E.L. Lehmann, Joseph P. Romano
Question Posted: