A Note on Adjusted Profile Likelihoods in Non-linear Regression

Abstract

SUMMARY The problem of partial non-linear regression is used to provide an example of McCullagh and Tibshirani's profile likelihood adjustment for more than one parameter of interest, where for one linear nuisance parameter an expression for the adjusted profile likelihood can be derived.