Print Email Facebook Twitter Estimation of the Hazard in Patients with Myocardial Infarction Using a Shape-Constrained Estimator Title Estimation of the Hazard in Patients with Myocardial Infarction Using a Shape-Constrained Estimator Author Martin, I. Contributor Lopuhaa, H.P. (mentor) Van Geloven, N. (mentor) Faculty Electrical Engineering, Mathematics and Computer Science Department Applied Mathematics Programme Statistics Date 2010-12-13 Abstract The traditional hazard estimator does not incorporate any assumption regarding its shape. In some application, this might not be suitable due to some perspective that the hazard should be monotone decreasing. For example, when estimating the hazard of patients with Myocardial Infarction (MI) in AMC hospital, it is believed that the hazard of getting a subsequent MI or cardiac death is decreasing over time. The goal in this research is to investigate whether the assumption of decreasing hazard in those patients are reasonable. For that purpose, we need to find a new estimator that incorporates the assumption of decreasing hazard. In the end, we compare the performance of the traditional and the new estimator so as to conclude which one is the better estimator. Subject hazardCox modelleast concave majorant To reference this document use: http://resolver.tudelft.nl/uuid:f612ab56-f78c-42f0-b3af-01a8746cdda3 Part of collection Student theses Document type master thesis Rights (c) 2010 Martin, I. Files PDF Thesis_IvonneMartin.pdf 13.22 MB Close viewer /islandora/object/uuid:f612ab56-f78c-42f0-b3af-01a8746cdda3/datastream/OBJ/view