arXiv Statistics @arxiv_stats@qoto.org

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

Dirichlet-Neumann Averaging: The DNA of Efficient Gaussian Process Simulation https://arxiv.org/abs/2412.07929 #stat.CO #math.NA #math.PR #stat.ME #cs.NA

Spatial scale-aware tail dependence modeling for high-dimensional spatial extremes https://arxiv.org/abs/2412.07957 #stat.ME

Hypothesis Testing for High-Dimensional Matrix-Valued Data https://arxiv.org/abs/2412.07987 #stat.ME #math.ST #stat.ML #stat.TH

Network Structural Equation Models for Causal Mediation and Spillover Effects https://arxiv.org/abs/2412.05397 #stat.ME

The Overlooked Risks of Non-Validated Exclusions https://arxiv.org/abs/2412.05398 #stat.AP

The BPgWSP test: a Bayesian Weibull Shape Parameter signal detection test for adverse drug reactions https://arxiv.org/abs/2412.05463 #stat.ME

Ranking of Large Language Model with Nonparametric Prompts https://arxiv.org/abs/2412.05506 #stat.ML #stat.ME #cs.LG

Optimizing Returns from Experimentation Programs https://arxiv.org/abs/2412.05508 #stat.ME #econ.EM #stat.AP

Exact distribution-free tests of spherical symmetry applicable to high dimensional data https://arxiv.org/abs/2412.05608 #math.ST #stat.ME #stat.TH

Improved estimation of the positive powers ordered restricted standard deviation of two normal populations https://arxiv.org/abs/2412.05620 #math.ST #stat.CO #stat.TH

A generalized Bayesian approach for high-dimensional robust regression with serially correlated errors and predictors https://arxiv.org/abs/2412.05673 #stat.ME #math.ST #stat.CO #stat.TH

Bootstrap Model Averaging https://arxiv.org/abs/2412.05687 #stat.ME

Training-Free Bayesianization for Low-Rank Adapters of Large Language Models https://arxiv.org/abs/2412.05723 #stat.ML #cs.AI #cs.CL #cs.LG

Robust Quickest Change Detection in Multi-Stream Non-Stationary Processes https://arxiv.org/abs/2412.04493 #stat.ME