stat.ME · 2026-08-14 · No. 84

Methodology, 2026-08-14.

1 new papers in stat.ME. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Chance-constrained selection of sequential intervention strategies from counterfactual estimates

    Minkyoung Kim, Beakcheol Jang

    stat.ME · cs.LG · stat.ML

    Many operational decisions are sequences of interventions under a cumulative resource limit, such as a maintenance schedule within a crew-hour budget. Choosing among them calls for the outcome and the cumulative cost each would produce, counterfactual quantities identified from observational data. Two strategies with the same expected cost can exceed the budget at very different rates, so constraining the mean does not bound how often an...

    arxiv.org/abs/2608.13209 · PDF

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