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[ 2 0 marks ] Assume the standard unit - block - treatment modely = 1 n + X 1 + X 2 + ,

[20 marks] Assume the standard unit-block-treatment modely=1n+X1+X2+,with y the n-vector of responses, 1n is the n-vector with every entry equal to one, X1 and X2 are nb and nt model matrices for blocks and treatments, respectively, is a constant parameter, =(1,...,b)T holds the block effects, =(1,...,t)T holds the treatment effects and N(0n,In2) is the n-vector of errors with 2>0(see Section 3.1 of the notes). Consider the t-vector

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