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Given the standard notation and assumptions for the usual random effects model for a completely randomized design (See figures attached), how would the distribution of

Given the standard notation and assumptions for the usual random effects model for a completely randomized design (See figures attached), how would the distribution of the grand sample mean ?y??..?? ?

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