Predicting Sequences of Progressive Events Times with Time-dependent Covariates

Details Predicting Sequences of Progressive Events Times with Time-dependent Covariates Predicting Sequences of Progressive Events Times with Time-dependent Covariates

2010-09-05

arxiv.org/abs/1009.0891v1

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This paper presents an approach to modeling progressive event-history data when the overall objective is prediction based on time-dependent covariates. This approach does not model the hazard function directly. Instead, it models the process of the state indicators of the event history so that the time-dependent covariates can be incorporated and predictors of the future events easily formulated. Our model can be applied to a range of real-world problems in medical and agricultural science.

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