\BOOKMARK [1][-]{section.1}{Introduction}{} \BOOKMARK [2][-]{subsection.1.1}{Lehmann Type Models. Cox Regression}{section.1} \BOOKMARK [2][-]{subsection.1.2}{Sklar Type Models. Copula Regression}{section.1} \BOOKMARK [1][-]{section.2}{Proportional Hazard and Proportional Expected Hazard Rate Models}{} \BOOKMARK [1][-]{section.3}{Rank, Partial and Marginal Likelihood}{} \BOOKMARK [1][-]{section.4}{Profile NP Likelihood}{} \BOOKMARK [1][-]{section.5}{Profile NP Likelihood for the PEHR Model}{} \BOOKMARK [2][-]{subsection.5.1}{The MM Algorithm}{section.5} \BOOKMARK [2][-]{subsection.5.2}{The MM Algorithm for the PEHR Model with 0 \(SINAMI with 0\)}{section.5} \BOOKMARK [2][-]{subsection.5.3}{The MM Algorithm for the SINAMI Model with 0}{section.5} \BOOKMARK [2][-]{subsection.5.4}{The MM Algorithm for the SINAMI Model with R}{section.5} \BOOKMARK [2][-]{subsection.5.5}{Profile NPMLE Implementation}{section.5} \BOOKMARK [2][-]{subsection.5.6}{Estimation of the Variance of the Profile NPMLE}{section.5} \BOOKMARK [1][-]{section.6}{Simulation Results}{} \BOOKMARK [2][-]{subsection.6.1}{PEHR Model Estimates}{section.6} \BOOKMARK [2][-]{subsection.6.2}{Model Fit for Misspecified Model}{section.6} \BOOKMARK [1][-]{section.7}{Estimation in the Normal Copula Model}{} \BOOKMARK [2][-]{subsection.7.1}{The One Covariate Case}{section.7} \BOOKMARK [2][-]{subsection.7.2}{The Multivariate Covariate Case}{section.7} \BOOKMARK [1][-]{section.8}{Transformation and NP Models}{} \BOOKMARK [2][-]{subsection.8.1}{Simulation Results}{section.8} \BOOKMARK [3][-]{subsubsection.8.1.1}{Correctly Specified Model}{subsection.8.1} \BOOKMARK [3][-]{subsubsection.8.1.2}{Misspecified Model}{subsection.8.1} \BOOKMARK [1][-]{section*.3}{Acknowledgements}{} \BOOKMARK [1][-]{section*.5}{References}{}