ScoreStop introduces a functional score test for early stopping in gradient boosting, testing the null that the current predictor minimizes population risk with a scale-invariant statistic of known asymptotic distribution.
Mark J van der Laan and James M Robins.Unified methods for censored longitudinal data and causality
4 Pith papers cite this work. Polarity classification is still indexing.
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2026 4representative citing papers
Derives the efficient influence function and doubly robust estimators for the local average treatment effect on the treated in instrumented DiD designs with staggered exposure and covariates.
A nonparametric regression discontinuity approach for censored survival outcomes that applies doubly robust censoring corrections and integrates with standard RD estimators.