A Location-Invariant Estimator of Extremal Quantile Treatment Effects for Heavy-Tailed Distributions

arXiv:2609.04018 · cs.LG, stat.AP, stat.ME · Submitted 2026-09-03 · Read on arXiv

cs.LG, stat.AP, stat.ME

Submitted: 2026-09-03

Updated: 2026-09-04

Code: https://github.com/Faze-Hsw/location_invariant_extremal_QTE_estimator

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Consistency — 22× in this paper · explained in 3 episodes
• Empirical Coverage — 8× in this paper · explained in 2 episodes
• Causal Inference — 2× in this paper · explained in 4 episodes
• Core — 2× in this paper · explained in 2 episodes
• Causal Discovery — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Score Function — 1× in this paper · explained in 4 episodes
• Theoretical Guarantees — 1× in this paper · explained in 2 episodes
• Trace — 1× in this paper · explained in 2 episodes

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