arXiv Statistics @arxiv_stats@qoto.org

Confounder Detection via Treatment Intent: A New Observational Study Design https://arxiv.org/abs/2605.26413 #stat.ME #stat.ML #cs.AI #cs.LG

Fast Computational Methods for Regularized Estimating Equations https://arxiv.org/abs/2605.26422 #stat.CO

Structure-Adaptive Conformal Inference for Large-Scale Out-of-Distribution Testing https://arxiv.org/abs/2605.26429 #stat.ME #stat.ML #cs.AI #cs.LG

Data-Driven Climate Outage Risk Characterization and Resilience Analysis in Joint Power-Communication Networks https://arxiv.org/abs/2605.16332 #stat.AP

Tests for constancy of model parameters Over time https://arxiv.org/abs/2605.16335 #stat.ME #math.ST #stat.TH

Dimension-Uniform Discretization Analysis of Preconditioned Annealed Langevin Dynamics for Multimodal Gaussian Mixtures https://arxiv.org/abs/2605.16473 #stat.ML #math.NA #math.PR #cs.LG #cs.NA

StAD: Stein Amortized Divergence for Fast Likelihoods with Diffusion and Flow https://arxiv.org/abs/2605.16486 #astro-ph.IM #stat.ML #cs.LG

A Cubing Strategy for Identifying Stable Hyperparameter Regions for Uncertainty Quantification in Spatial Deep Learning https://arxiv.org/abs/2605.16570 #stat.CO #stat.ML

Isotonic Survival Regression: Calibrated Survival Distributions from Deep Cox Models https://arxiv.org/abs/2605.16571 #stat.ML #cs.AI #cs.LG

Policy Learning with Observational Data: The Case of Hepatitis C Treatment for HIV/HCV Co-Infected Patients https://arxiv.org/abs/2605.16593 #stat.AP #econ.EM #stat.ML

Beyond the Composite: Enhancing Trial Analysis through a Divide & Conquer Approach to 'Days Alive and at Home': Insights from the NOTACS trial https://arxiv.org/abs/2605.16606 #stat.ME #stat.AP

Statistical Unlearning of Distributions: A Hypothesis Testing Approach https://arxiv.org/abs/2605.16645 #math.ST #math.IT #stat.ML #stat.TH #cs.IT #cs.LG

Semiparametric Regression for Misclassified Competing Risks Data https://arxiv.org/abs/2605.16652 #stat.ME

On Kernel Eigen-alignments of KRR: Reconstruction and Generalization https://arxiv.org/abs/2605.15240 #stat.ML #cs.LG

Intrinsic-dimension empirical Bernstein inequalities for bounded self-adjoint operators https://arxiv.org/abs/2605.15278 #math.ST #stat.TH

BaySC: Uncovering Tissue Architecture in Spatial Multi-Omics via Probabilistic Spatial Clustering https://arxiv.org/abs/2605.15291 #stat.AP

Functional Cox model for interval-censored data https://arxiv.org/abs/2605.15303 #stat.ME

Nonparametric inference for sublevel-set probabilities of conditional average treatment effect functions https://arxiv.org/abs/2605.15373 #stat.ME

Harnessing Unimodality in Semiparametric Contextual Pricing via Oracle Price Map Learning https://arxiv.org/abs/2605.15411 #stat.ML #math.OC #cs.LG

Modeling Misclassification in Spousal Violence Reporting: Evidence from Bayesian Quantile Regression https://arxiv.org/abs/2605.15428 #stat.ME