Let Pn and Qn be two sequences of probability measures defined on (n, Fn). Assume they are

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Let Pn and Qn be two sequences of probability measures defined on (Ωn, Fn). Assume they are contiguous. Assume further that both of them are product measures, i.e.

Pn = n i=1 Pn,i and Qn = n i=1 Qn,i .

Let Q − P1 denote the total variation distance between P and Q. Show that sup n

n i=1

Qn,i − Pn,i2 1 < ∞ .

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Testing Statistical Hypotheses

ISBN: 9781441931788

3rd Edition

Authors: Erich L. Lehmann, Joseph P. Romano

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