Poisson surrogate for an uncensored proportional-hazards likelihood

ID: poisson-surrogate-for-an-uncensored-proportional-hazards-likelihood

For independent uncensored event times with and baseline cumulative hazard , maximizing the survival log likelihood over is equivalent to fitting a Poisson regression with unit responses and means
Thus a log-link generalized linear model with response , linear predictor , and offset gives the same estimate of .

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