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6.3.24 Suppose we have two unbiased estimators 71 and T2 of w(0) e Rl. (a) Show that a 71 + (1 - a) 72 is

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6.3.24 Suppose we have two unbiased estimators 71 and T2 of w(0) e Rl. (a) Show that a 71 + (1 - a) 72 is also an unbiased estimator of v (0) whenever a E [0, 1]. (b) If I1 and 72 are also independent. e.g., determined from independent samples, then calculate Vare(ali + (1 - a) 72) in terms of Vare (71) and Vare (T2). (c) For the situation in part (b), determine the best choice of a in the sense that for this choice Vare (a 1 + (1-a) 72) is smallest. What is the effect on this combined estimator of 71 having a very large variance relative to T2? (d) Repeat part (b) and (c), but now do not assume that 71 and 72 are independent so Vare (a T1 + (1 - a) 72) will also involve Cove (71, I2)

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