arXiv Statistics @arxiv_stats@qoto.org

Interval Fisher's Discriminant Analysis and Visualisation https://arxiv.org/abs/2512.11945 #stat.ML #math.ST #stat.TH #cs.LG

Debiased Inference for High-Dimensional Regression Models Based on Profile M-Estimation https://arxiv.org/abs/2512.12003 #stat.ME #math.ST #stat.TH

Proximal Causal Inference for Modified Treatment Policies https://arxiv.org/abs/2512.12038 #stat.ME #stat.AP

Sparse Bayesian Partially Identified Models for Sequence Count Data https://arxiv.org/abs/2512.12040 #stat.ME

Estimation of Heterogeneous Causal Mediation Effects in a Hypertension Treatment Trial https://arxiv.org/abs/2512.12043 #stat.AP

StochTree: BART-based modeling in R and Python https://arxiv.org/abs/2512.12051 #stat.CO

Meta-analysis of diagnostic test accuracy with multiple disease stages: combining stage-specific and merged-stage data https://arxiv.org/abs/2512.12065 #stat.ME

Local Asymptotic Normality for Multi-Armed Bandits https://arxiv.org/abs/2512.12192 #math.ST #stat.TH

Safe, Always-Valid Alpha-Investing Rules For Doubly Sequential Online Inference https://arxiv.org/abs/2512.12244 #stat.ME

Mixed Exponential Statistical Structures and Their Approximation Operators https://arxiv.org/abs/2512.07870 #math.ST #stat.TH

Functional Random Forest with Adaptive Cost-Sensitive Splitting for Imbalanced Functional Data Classification https://arxiv.org/abs/2512.07888 #stat.ML #stat.AP #stat.CO #cs.AI #cs.LG

Bayesian Semiparametric Joint Dynamic Model for Multitype Recurrent Events and a Terminal Event https://arxiv.org/abs/2512.07973 #stat.ME

The limit joint distributions of some statistics used in testing the quality of random number generators https://arxiv.org/abs/2512.08002 #math.ST #stat.AP #stat.TH

Provable Diffusion Posterior Sampling for Bayesian Inversion https://arxiv.org/abs/2512.08022 #stat.ML #math.NA #math.PR #math.ST #stat.TH #cs.LG #cs.NA

Defining 3-dimensional marine provinces with phytoplankton compositions https://arxiv.org/abs/2512.08035 #stat.AP

ADOPT: Additive Optimal Transport Regression https://arxiv.org/abs/2512.08118 #stat.ME

deepspat: An R package for modeling nonstationary spatial and spatio-temporal Gaussian and extremes data through deep deformations https://arxiv.org/abs/2512.08137 #stat.CO #stat.ME

Non-parametric assessment of the calibration of individualized treatment effects https://arxiv.org/abs/2512.08140 #stat.ME

Propensity score adjustment when errors in achievement measures inform treatment assignment https://arxiv.org/abs/2512.08144 #stat.ME

A Benchmark Study of Classical and Dual Polynomial Regression (DPR)-Based Probability Density Estimation Technique https://arxiv.org/abs/2512.04235 #stat.CO