Title page for ETD etd-04152004-145043


Type of Document Master's Thesis
Author Smith, Lindsay Sarah
Author's Email Address lsmit51@lsu.edu
URN etd-04152004-145043
Title Cox Regression Model
Degree Master of Science (M.S.)
Department Mathematics
Advisory Committee
Advisor Name Title
Padmanabhan Sundar Committee Chair
Lynn LaMotte Committee Member
Robert Perlis Committee Member
Keywords
  • marginal likelihood
  • survivor function
  • hazard function
  • proportional hazards model
Date of Defense 2004-04-14
Availability unrestricted
Abstract
Cox, in 1972, came up with the Cox Regression Model to deal handle failure time data. This work presents background information leading up to the Cox's regression model for censored survival data. The marginal and partial likelihood approaches to estimate the parameters in this model are presented in detail. The estimation techniques of the hazard and survivor functions are explained. All of these ideas are illustrated using data from the Veteranís Administration lung cancer study.
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