All functions |
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Newton-DR Estimation for Survival Data |
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Create a matrix with identical rows |
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Generate synthetic data for survival analysis |
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Calculate Deep Learning-based estimator |
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Compute Density Ratio estimator of survival function |
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Semi-parametric estimator with influence function |
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Non-parametric estimator |
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Calculate SCANER estimator |
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Semi-supervised estimator with influence function |
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Calculate AUC for the semi-parametric model |
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Generate random censoring times |
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Generate random event times |