Question: Suppose an estimator hat(theta )_(1) for a parameter theta >0 has expected value E(hat(theta )_(1))=((ntheta -1)/(n+1)) and variance V(hat(theta )_(1))=((theta )/(n+1))^(2) . a. What
Suppose an estimator
hat(\\\\theta )_(1)for a parameter
\\\\theta >0has expected value
E(hat(\\\\theta )_(1))=((n\\\\theta -1)/(n+1))and\ variance
V(hat(\\\\theta )_(1))=((\\\\theta )/(n+1))^(2).\ a. \ What is the bias of
hat(\\\\theta )_(1)? Does this estimator tend to over- or underestimate
\\\\theta ?\ b.\ Is
hat(\\\\theta )_(1)consistent? Justify your answer.\ c.\ Construct an alternative estimator, hat\\\\theta 2, that is a function of hat\\\\theta 1 and is an unbiased estimator of \\\\theta \ d. \ What is the variance of the estimator you constructed, hat\\\\theta 2? Is hat\\\\theta 2 more, or less efficient than hat\\\\theta 1?\
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