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Causal Stability Selection

stat.ME · 2026-05-10 · conditional · novelty 7.0

Causal stability selection produces effect-modifier sets with explicit non-asymptotic false-positive bounds by combining cross-fitted CATE estimation and integrated path stability selection.

Change-point detection in variance-covariance matrix

stat.ME · 2026-05-13 · unverdicted · novelty 6.0

A Group Fused LASSO plus LASSO approach with adaptive weights detects change points in piecewise-constant sparse covariance matrices and yields consistent estimators under stated conditions.

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  • Causal Stability Selection stat.ME · 2026-05-10 · conditional · none · ref 4

    Causal stability selection produces effect-modifier sets with explicit non-asymptotic false-positive bounds by combining cross-fitted CATE estimation and integrated path stability selection.