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Showing 1 to 2 of 2 for “"Penalized B-Spline"”.
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A Predictive Time-to-Event Modeling Approach with Longitudinal Measurements and Missing Data
… continuous functions of time, we introduce the penalized B-spline method into the proposed approach. Extensive simulations and real-data analyses demonstrate the promising performance of the proposed predictive approach.
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Evaluating Time-varying Effect in Single-type and Multi-type Semi-parametric Recurrent Event Models
… I developed time-varying coefficient model using penalized B-spline function to approximate varying coefficients. Shared frailty terms was used to incorporate correlation within subjects. Inference and statistical test are also provided. Frailty representation was proposed to link time-varying …