SUMMARY An adjustment to the profile likelihood examined by Cox and Reid required orthogonalization of the nuisance parameters with respect to the parameter of interest. An approximation to the adjusted profile likelihood not requiring explicit orthogonalization is derived and exemplified.
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Cox et al. (1993) studied this question.
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