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In order to estimate the average age, denoted by ????, of all eligible voters in Michigan Congressional District 14, three methods are used to form a point estimate

Statistics Nov 19, 2020

In order to estimate the average age, denoted by ????, of all eligible voters in Michigan Congressional District 14, three methods are used to form a point estimate. Method 1: randomly sample an eligible voter in the District and use his/her age as the point estimate, denoted by ????1. Method 2: randomly sample 10 eligible voters in the District. For each sampled voter ????, take his/her age as ???????? , then let the point estimate be ????2 = (????1 + ? + ????10)/10 Method 3: Use ????3 = (????1 + ????2)/2 as the point estimate (a) Which of the following statements are correct? A. Method 1 produces an unbiased estimator (call it Estimator 1) B. Method 2 produces an unbiased estimator (call it Estimator 2) C. Method 3 produces an unbiased estimator (call it Estimator 3) D. The probability distribution of Estimator 1 is normal E. The probability distribution of Estimator 2 is normal F. The variance of Estimator 2 is smaller than the variance of Estimator 1 G. The variance of Estimator 3 is smaller than the variance of Estimator 2 H. If we repeat Method 1 ???? times and take the average of the point estimates ????1 thus obtained, i.e., ?????= (????1 + ????2 + ? + ????????)/????, this average ?????will be more and more close to ???? as we increase

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