In Sec. 11.3 we discussed the conditions under which AV would work or backfire. Consider the following simple Monte Carlo examples, where U represents a random number:
(1) Xj = U2
(2) Xj = 4(U – 0.5)2
(a) Sketch the graph of the response in both examples.
(b) For each example, analytically find .
(c) For each example, analytically calculate under both independent sampling and AV.
(d) Confirm your calculations in (b) and (c) empirically by designing and carrying out a small simulation study.
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