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• W2154267798 abstract "Abstract A two‐component survival mixture model is proposed to analyse a set of ischaemic stroke‐specific mortality data. The survival experience of stroke patients after index stroke may be described by a subpopulation of patients in the acute condition and another subpopulation of patients in the chronic phase. To adjust for the inherent correlation of observations due to random hospital effects, a mixture model of two survival functions with random effects is formulated. Assuming a Weibull hazard in both components, an EM algorithm is developed for the estimation of fixed effect parameters and variance components. A simulation study is conducted to assess the performance of the two‐component survival mixture model estimators. Simulation results confirm the applicability of the proposed model in a small sample setting. Copyright © 2004 John Wiley & Sons, Ltd." @default.
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• W2154267798 date "2004-08-12" @default.
• W2154267798 modified "2023-10-16" @default.
• W2154267798 title "Modelling the distribution of ischaemic stroke-specific survival time using an EM-based mixture approach with random effects adjustment" @default.
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• W2154267798 doi "https://doi.org/10.1002/sim.1840" @default.
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