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We consider additive models in proportional hazards regression. By applying the principles of local partial likelihood and local linear fitting, we construct local estimators. Then we obtain the estimator of a component of the additive model by carrying out marginal integration of the local estimators. We derive the asymptotic distribution of the estimator of the component.