Statistical Hypothesis Testing

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6 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. Phase Transitions as the Breakdown of Statistical Indistinguishability

    Apr 17, 2026Taiyo Narita, Hideyuki MiyaharaTwo-Sample TestingPhase Transitions

    Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Hokkaido 060-0814, Japan

  2. Conditional Distributional Treatment Effects: Doubly Robust Estimation and Testing

    Mar 17, 2026Saksham Jain, Alex LuedtkeCausal Effect EstimationCausal Inference

    Department of Statistics, University of Washington, Seattle, USA · Departments of Health Care Policy and Statistics, Harvard University, USA

  3. Incentive Aware AI Regulations: A Credal Characterisation

    Mar 5, 2026Anurag Singh, Julian Rodemann, Rajeev Verma +2Mechanism DesignAI Governance

    1Rational Intelligence Lab, CISPA Helmholtz Center for Information Security, Saarbrücken, Germany · Department of Statistics, LMU Munich, Germany · 3UvA-Bosch Delta Lab, University of Amsterdam, Netherlands +1

  4. Falsifying Discriminant Validity of Predictive Algorithms

    Jan 23, 2026Amanda CostonAlgorithmic AuditingPsychometric Validation

    Statistics Department University of California, Berkeley Berkeley, CA, USA

  5. Computationally efficient goodness-of-fit tests through kernelized Stein discrepancy

    Dec 23, 2025Zhihan Huang, Ziang NiuKernel MethodsStatistical Hypothesis Testing

    Department of Statistics and Data Science University of Pennsylvania

  6. Maximum Mean Discrepancy with Unequal Sample Sizes via Generalized U-Statistics

    Dec 16, 2025Aaron Wei, Milad Jalali, Danica J. SutherlandTwo-Sample TestingMaximum Mean Discrepancy

    University of British Columbia · Independent researcher, Vancouver, Canada · Alberta Machine Intelligence Institute

  7. Reliable Selection of Heterogeneous Treatment Effect Estimators

    Nov 23, 2025Jiayi Guo, Zijun GaoCausal Effect EstimationConditional Average Treatment Effect Estimation

    Peking University · Marshall School of Business, University of Southern California

  8. Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture

    Nov 10, 2025Karen SargsyanFDR ControlFormal Verification

    aInstitute of Chemistry, Academia Sinica, Taipei, Taiwan

  9. Making Interpretable Discoveries from Unstructured Data: A High-Dimensional Multiple Hypothesis Testing Approach

    Nov 3, 2025Jacob CarlsonSelective InferenceInterpretable ML

    Harvard University∗

  10. Forecasting Generative Amplification

    Sep 9, 2025Henning Bahl, Sascha Diefenbacher, Nina Elmer +2Generative ModelingHigh-Energy Physics

    Institut für Theoretische Physik, Universität Heidelberg, Germany · Physics Division, Lawrence Berkeley National Laboratory, Berkeley, USA · Interdisciplinary Center for Scientific Computing (IWR), Universität Heidelberg, Germany

  11. Combinatorial Inference on the Optimal Assortment in Multinomial Logit Models

    Jan 28, 2023Shuting Shen, Xi Chen, Ethan X. Fang +1Statistical Hypothesis TestingAssortment Optimization

    Department of Biostatistics, Harvard T.H. Chan School of Public Health · Leonard N. Stern School of Business, New York University · Department of Biostatistics & Bioinformatics, Duke University