arXiv Statistics @arxiv_stats@qoto.org

The Statistical Accuracy of Neural Posterior and Likelihood Estimation https://arxiv.org/abs/2411.12068 #stat.ML #math.ST #stat.CO #stat.TH #cs.LG

A Comparison of Zero-Inflated Models for Modern Biomedical Data https://arxiv.org/abs/2411.12086 #stat.ME #stat.AP

Asymptotics in Multiple Hypotheses Testing under Dependence: beyond Normality https://arxiv.org/abs/2411.12119 #math.ST #stat.ME #stat.TH

Exact Risk Curves of signSGD in High-Dimensions: Quantifying Preconditioning and Noise-Compression Effects https://arxiv.org/abs/2411.12135 #stat.ML #cs.LG

Tangential Randomization in Linear Bandits (TRAiL): Guaranteed Inference and Regret Bounds https://arxiv.org/abs/2411.12154 #stat.ML #eess.SY #cs.LG #cs.SY

Sensor-fusion based Prognostics Framework for Complex Engineering Systems Exhibiting Multiple Failure Modes https://arxiv.org/abs/2411.12159 #stat.ML #eess.SY #stat.AP #cs.LG #cs.SY

Efficient inference for differential equation models without numerical solvers https://arxiv.org/abs/2411.10494 #stat.ME

Inference for overparametrized hierarchical Archimedean copulas https://arxiv.org/abs/2411.10615 #stat.ME

Doubly Robust Estimation of Causal Excursion Effects in Micro-Randomized Trials with Missing Longitudinal Outcomes https://arxiv.org/abs/2411.10620 #stat.ME

Sensitivity Analysis for Observational Studies with Flexible Matched Designs https://arxiv.org/abs/2411.10623 #stat.ME

Wasserstein Spatial Depth https://arxiv.org/abs/2411.10646 #math.ST #stat.ME #stat.TH

False Discovery Control in Multiple Testing: A Brief Overview of Theories and Methodologies https://arxiv.org/abs/2411.10647 #stat.ME #math.ST #stat.AP #stat.TH

Subsampling-based Tests in Mediation Analysis https://arxiv.org/abs/2411.10648 #stat.ME

Series Expansion of Probability of Correct Selection for Improved Finite Budget Allocation in Ranking and Selection https://arxiv.org/abs/2411.10695 #stat.ML #math.OC #cs.LG

Variance bounds and robust tuning for pseudo-marginal Metropolis--Hastings algorithms https://arxiv.org/abs/2411.10785 #math.ST #stat.CO #stat.TH

Improving Causal Estimation by Mixing Samples to Address Weak Overlap in Observational Studies https://arxiv.org/abs/2411.10801 #stat.ME

Power and Sample Size Calculations for Cluster Randomized Hybrid Type 2 Effectiveness-Implementation Studies https://arxiv.org/abs/2411.08929 #stat.ME

Using Principal Progression Rate to Quantify and Compare Disease Progression in Comparative Studies https://arxiv.org/abs/2411.08984 #stat.ME

Parameter Inference via Differentiable Diffusion Bridge Importance Sampling https://arxiv.org/abs/2411.08993 #stat.ML #cs.LG

Microfoundation Inference for Strategic Prediction https://arxiv.org/abs/2411.08998 #stat.ML #stat.ME #cs.LG