arXiv Statistics @arxiv_stats@qoto.org

Validity and Power of Heavy-Tailed Combination Tests under Asymptotic Dependence https://arxiv.org/abs/2508.05818 #math.ST #stat.TH

SkipTrack: A Bayesian Hierarchical Model for Self-tracked Menstrual Cycle Length and Regularity in Large Mobile Health Cohorts https://arxiv.org/abs/2508.05845 #stat.AP

Hedging with memory: shallow and deep learning with signatures https://arxiv.org/abs/2508.02759 #stat.ML #cs.LG

Polynomial complexity sampling from multimodal distributions using Sequential Monte Carlo https://arxiv.org/abs/2508.02763 #math.ST #math.NA #math.PR #stat.CO #stat.TH #cs.NA

Precision Profile Weighted Deming Regression for Methods Comparison https://arxiv.org/abs/2508.02888 #stat.CO

A multi-stage Bayesian approach to fit spatial point process models https://arxiv.org/abs/2508.02922 #stat.ME

Sensitivity of weighted least squares estimators to omitted variables https://arxiv.org/abs/2508.02954 #stat.ME

Novel measures and estimators of income inequality https://arxiv.org/abs/2508.02965 #stat.ME

Bayesian Sensitivity Analyses for Policy Evaluation with Difference-in-Differences under Violations of Parallel Trends https://arxiv.org/abs/2508.02970 #stat.ME

Two-sample comparison through additive tree models for density ratios https://arxiv.org/abs/2508.03059 #stat.ME

Poisson Inventory Models with Many Items: An Empirical Bayes Approach https://arxiv.org/abs/2508.03074 #stat.ME #stat.AP

Adaptive Data-Borrowing for Improving Treatment Effect Estimation using External Controls https://arxiv.org/abs/2508.03282 #stat.ME

Asymptotic guarantees for Bayesian phylogenetic tree reconstruction https://arxiv.org/abs/2508.00995 #math.ST #stat.ME #stat.TH

Frugal, Flexible, Faithful: Causal Data Simulation via Frengression https://arxiv.org/abs/2508.01018 #stat.ME #stat.ML

A Comparative Evaluation of Statistical Methods in Hybrid Controlled Trials https://arxiv.org/abs/2508.01052 #stat.ME

Inequalities for Optimization of Classification Algorithms: A Perspective Motivated by Diagnostic Testing https://arxiv.org/abs/2508.01065 #stat.ML #math.PR #cs.LG

Likelihood Functions with Parameter-Dependent Support: A Survey of the Cram\'{e}r-Rao-Leibniz Lower Bound https://arxiv.org/abs/2508.01145 #math.ST #eess.SP #stat.TH

Constructing new probability distributions on the unit interval https://arxiv.org/abs/2508.01154 #stat.ME

M-estimation for Gaussian processes with time-inhomogeneous drifts from high-frequency data https://arxiv.org/abs/2508.01164 #math.ST #math.PR #stat.TH

Uncertainty Quantification for Large-Scale Deep Networks via Post-StoNet Modeling https://arxiv.org/abs/2508.01217 #stat.ML #cs.LG