stat.AP · 2026-06-18 · No. 27

Applications, 2026-06-18.

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

01 — The papers

2 entries
  1. 01

    Context-Aware Optimization of Follow-Up Intervals for Type 2 Diabetes Care Using Markov Decision Processes

    Parisa Lotfibagha, Kristen Miller, William J. Gallagher, Elizabeth B. Selden, Muge Capan

    stat.AP · cs.LG

    Chronic disease management relies on regular patient-provider interactions to follow-up on disease progression and control. For Type 2 Diabetes (T2D), current guidelines prescribe fixed time intervals between subsequent primary care visits for all patients, overlooking heterogeneity in clinical trajectories and patient characteristics. This study introduces a Contextual Markov Decision Process (CMDP) model to optimize subpopulation-specific...

    arxiv.org/abs/2606.19092 · PDF

  2. 02

    Ensuring Trustworthy Online A/B Testing: Addressing Five Key Questions on CUPED

    Yu Zhang, Bokui Wan, Yongli Qin, Jinyong Ma, Yifan Guo

    stat.AP · cs.LG

    A/B testing has become the gold standard for data-driven decision-making in large-scale online experimentation, providing critical guidance for feature launch, pricing optimization, and user experience enhancement. To maximize statistical sensitivity, many technology companies routinely employ Controlled-experiment Using Pre-Experiment Data (CUPED), a technique that achieves substantial variance reduction while preserving the unbiasedness of...

    arxiv.org/abs/2606.18750 · PDF

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