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Question - Theory of Linear Models
Consider the model
Yij = μ + τi + εij,
where i = 1, 2, j = 1, . . . , ni, τ1 + τ2 = 0, E(εij) = 0, V(ε1j) = σ2, V(ε2j) = 4σ2 and all εij are independent.
1. Show how this can be written in the form of the general linear model.
2. If all n observations have i = 2, find a least squares estimator of the vector of parameters β.
3. For the setup in part 2, show that τ2 is not estimable.
4. For the setup in part 2, show that μ + τ2 is estimable.
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