A renewable online estimator for censored quantile regression is built from a quadratic surrogate of the martingale objective and shown asymptotically equivalent to the full-data oracle estimator.
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Online survival analysis with quantile regression
A renewable online estimator for censored quantile regression is built from a quadratic surrogate of the martingale objective and shown asymptotically equivalent to the full-data oracle estimator.