An experimental trial produces random variables X1 and X2 with correlation r = E[X1X2]. To estimate r, we perform n independent trials and form the estimate
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Where X1(i) and X2(i) are samples of X1 and X2 on trial i. Show that if Var[X1X2] is finite, then
1,
,... is an unbiased, consistent sequence of estimates of r