Presents a neural network model with IPW pseudo-observations for dynamic prediction of alternating recurrent events, with simulation and medical resident mood application results.
Biometrika , volume=
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New weighted estimating approaches for marginal association of paired outcomes under informative cluster and subgroup sizes, evaluated with a custom simulator separating unit-level and cluster-level associations and applied to NHANES oral-health data.
Tutorial on a statistical roadmap and R packages for selective borrowing in hybrid controlled trials, demonstrated on synthetic lung cancer data.
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Dynamic Prediction of Alternating Recurrent Events via Neural Network
Presents a neural network model with IPW pseudo-observations for dynamic prediction of alternating recurrent events, with simulation and medical resident mood application results.
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Estimating Association Between Paired Outcomes in Clustered Data with Informative Subgroup Size
New weighted estimating approaches for marginal association of paired outcomes under informative cluster and subgroup sizes, evaluated with a custom simulator separating unit-level and cluster-level associations and applied to NHANES oral-health data.
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Robust Estimation and Inference with Selective Borrowing in Hybrid Controlled Trials: A Tutorial with SelectiveIntegrative and intFRT
Tutorial on a statistical roadmap and R packages for selective borrowing in hybrid controlled trials, demonstrated on synthetic lung cancer data.