iid Let Y1, Y2, Y3, ..., Y, N(µ, 0²), where o? = 25 is known. 1. Find the asymptotic distribution of Z := where u is the MLE. Hint: what is the asymptotic distribution of i? 2. Suppose now we do not...


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iid<br>Let Y1, Y2, Y3, ..., Y, N(µ, 0²), where o? = 25 is known.<br>1. Find the asymptotic distribution of Z :=<br>where u is the MLE. Hint: what is<br>the asymptotic distribution of i?<br>2. Suppose now we do not know o? and instead plug in the MLE estimator ô?<br>:E(Yi – î)² to obtain Z :=<br>Is the asymptotic distribution still N(0, 1)? If<br>yes, why? (hint: what do we know about consistency of MLES? Slutsky's theorem?).<br>

Extracted text: iid Let Y1, Y2, Y3, ..., Y, N(µ, 0²), where o? = 25 is known. 1. Find the asymptotic distribution of Z := where u is the MLE. Hint: what is the asymptotic distribution of i? 2. Suppose now we do not know o? and instead plug in the MLE estimator ô? :E(Yi – î)² to obtain Z := Is the asymptotic distribution still N(0, 1)? If yes, why? (hint: what do we know about consistency of MLES? Slutsky's theorem?).

Jun 11, 2022
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