arXiv Statistics @arxiv_stats@qoto.org

A Multiprocess State Space Model with Feedback and Switching for Patterns of Clinical Measurements Associated with COVID-19 https://arxiv.org/abs/2412.10639 #stat.ME

Scientific Realism vs. Anti-Realism: Toward a Common Ground https://arxiv.org/abs/2412.10643 #stat.OT #stat.ME #cs.LG

Statistical Problems in the Diagnosis of Shaken Baby Syndrome/Abusive Head Trauma: Limitations to Algorithms and the Need for Reliable Data https://arxiv.org/abs/2412.10648 #stat.AP

Combining Priors with Experience: Confidence Calibration Based on Binomial Process Modeling https://arxiv.org/abs/2412.10658 #stat.ME #cs.AI #cs.LG

Adaptive Nonparametric Perturbations of Parametric Bayesian Models https://arxiv.org/abs/2412.10683 #stat.ME

Model checking for high dimensional generalized linear models based on random projections https://arxiv.org/abs/2412.10721 #stat.ME #math.ST #stat.TH

Evaluating time-specific treatment effects in matched-pairs studies https://arxiv.org/abs/2412.09697 #stat.ME

Langevin Monte Carlo Beyond Lipschitz Gradient Continuity https://arxiv.org/abs/2412.09698 #stat.ML #cs.LG

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective https://arxiv.org/abs/2412.09712 #stat.ML #cs.LG

Doubly Robust Conformalized Survival Analysis with Right-Censored Data https://arxiv.org/abs/2412.09729 #stat.ME #cs.LG

A Statistical Analysis for Supervised Deep Learning with Exponential Families for Intrinsically Low-dimensional Data https://arxiv.org/abs/2412.09779 #stat.ML #math.ST #stat.TH #cs.LG

A class of nonparametric methods for evaluating the effect of continuous treatments on survival outcomes https://arxiv.org/abs/2412.09786 #stat.ME

Flexible Bayesian Nonparametric Product Mixtures for Multi-scale Functional Clustering https://arxiv.org/abs/2412.09792 #stat.ME #math.ST #stat.TH

Semi-Supervised Community Detection via Quasi-Stationary Distributions https://arxiv.org/abs/2412.09793 #physics.soc-ph #math.ST #stat.TH #cs.SI

Sequential Change Point Detection in High-dimensional Vector Auto-regressive Models https://arxiv.org/abs/2412.09794 #stat.ME

Unified optimal model averaging with a general loss function based on cross-validation https://arxiv.org/abs/2412.09804 #stat.ME

Understanding algorithmic fairness for clinical prediction in terms of subgroup net benefit and health equity https://arxiv.org/abs/2412.07879 #stat.AP

The continuous net benefit: Assessing the clinical utility of prediction models when informing a continuum of decisions https://arxiv.org/abs/2412.07882 #stat.AP

Low-Rank Correction for Quantized LLMs https://arxiv.org/abs/2412.07902 #stat.ML #cs.LG

Spectral Differential Network Analysis for High-Dimensional Time Series https://arxiv.org/abs/2412.07905 #stat.ME #stat.ML