Statistics Theory
PulseAugur coverage of Statistics Theory — every cluster mentioning Statistics Theory across labs, papers, and developer communities, ranked by signal.
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New paper explores design smoothness in CATE estimation
This paper investigates how the smoothness of a design impacts the estimation of conditional average treatment effects (CATE) at a specific point. The authors derive risk bounds that show a small gap in the convergence-…
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New statistical framework analyzes overfitting in high-dimensional regression
This paper delves into the statistical behavior of high-dimensional ridgeless least-squares estimators, examining how prediction risk is affected by sample size and feature dimension growth. It introduces a generalized …
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New research questions conformal prediction metrics and proposes tail-specific guarantees
Two new research papers explore advancements and critical evaluations within conformal prediction. The first paper introduces a method for constructing prediction intervals with specific guarantees for both upper and lo…