ABSTRACT
This chapter contains theoretical study of various respects of the semiparametric odds ratio model. In particular, it includes the asymptotic properties of the maximum semiparametric likelihood and the maximum penalized semiparametric likelihood estimator. Consistency and asymptotic normality of the maximum likelihood estimators are shown. Additional theory on sign-consistency of the maximum penalized likelihood approach is also derived.
