All functions |
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Library of Machine learning procedures |
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Simulation settings from Gonzalez Ginestet et al. (2019+). "Stacked IPCW Bagging bagging: a case study in the HIV care registry" |
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IPC Weighted AUC Loss Function |
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Parameter Values for the Simulation |
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Plot IPCW ROC curve |
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Prediction discarding censored observations |
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Algorithm 2: Procedure to obtain optimally the coefficients to be used in Algorithm 1 |
Stacked IPCW Bagging |
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Tuning parameter selection |