This chapter contains sections titled: Overview Estimability of θ = Cβ Likelihood Ratio Tests of Cβ Likelihood Ratio Tests Involving τ Test Size of Wald-Type Tests of β Using REML Using Wald-Type Tests of β with REML Using Wald-Type Tests of {β, τ} with REML