Profile likelihood
= Profile likelihood
{wiki}
For a parameter of interest $\psi$ and nuisance parameter $\lambda$, the profile likelihood is
$$
L_p(\psi)=\sup_\lambda L(\psi,\lambda).
$$
It compares values of $\psi$ after fitting the nuisance parameter as favourably as possible at each value.