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Inferential Statisticshard
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In a clinical trial, the treatment effect Δ\DeltaΔ is modeled using a profile likelihood. If Lp(Δ)=sup⁡ψL(Δ,ψ)L_p(\Delta) = \sup_{\psi} L(\Delta, \psi)Lp​(Δ)=supψ​L(Δ,ψ), where ψ\psiψ is a nuisance parameter, which of the following best describes the advantage of using the profile likelihood ratio statistic w(Δ)=−2ln⁡(Lp(Δ)/Lp(Δ^))w(\Delta) = -2 \ln(L_p(\Delta) / L_p(\hat{\Delta}))w(Δ)=−2ln(Lp​(Δ)/Lp​(Δ^)) compared to the Wald statistic?