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A Partial Likelihood Estimator of Vaccine Efficacy
Authors:Paul SF Yip  & Qizhi Chen
Institution:Dept of Statistics and Actuarial Science, University of Hong Kong, Hong Kong. Email: sfpyip@hkucc.hku.hk
Abstract:A partial likelihood method is proposed for estimating vaccine efficacy for a general epidemic model. In contrast to the maximum likelihood estimator (MLE) which requires complete observation of the epidemic, the suggested method only requires information on the sequence in which individuals are infected and not the exact infection times. A simulation study shows that the method performs almost as well as the MLE. The method is applied to data on the infectious disease mumps.
Keywords:counting process models  martingale  maximum likelihood estimation  partial likelihood  vaccine efficacy  
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