Show that, in the balanced case (i.e., Di = D, 1 i m), the P-R,

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Show that, in the balanced case (i.e., Di = D, 1 ≤ i ≤ m), the P-R, REML, and F-H estimators of A in the Fay–Herriot model are identical (provided that the estimator is nonnegative), whereas the ML estimator is different, although the difference is expected to be small when m is large.

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