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Suppose that Y1,Y2,,Yn denote a random sample of size n from a normal distribution with mean
and variance 1 . Consider the first observation Y1 as an estimator for . a Show that Y1 is an
unbiased estimator for . b Find P(Y11). C Look at the basic definition of consistency given in
Definition 9.2. Based on the result of part (b), is Y1 a consistent estimator for ?

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Suppose that Y1,Y2,�,Yn denote a random sample of size n from a norma.pdf

  • 1. Suppose that Y1,Y2,,Yn denote a random sample of size n from a normal distribution with mean and variance 1 . Consider the first observation Y1 as an estimator for . a Show that Y1 is an unbiased estimator for . b Find P(Y11). C Look at the basic definition of consistency given in Definition 9.2. Based on the result of part (b), is Y1 a consistent estimator for ?