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Joint Models with Multiple Markers and Multiple Time-to-event Outcomes Using Variational Approximations arxiv.org/abs/2512.13962 .ME .CO

Maximum Mean Discrepancy with Unequal Sample Sizes via Generalized U-Statistics arxiv.org/abs/2512.13997 .ML .ST .ME .TH .LG

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

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

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

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

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

Mixed Exponential Statistical Structures and Their Approximation Operators arxiv.org/abs/2512.07870 .ST .TH

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

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

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

Provable Diffusion Posterior Sampling for Bayesian Inversion arxiv.org/abs/2512.08022 .ML .NA .PR .ST .TH .LG .NA

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

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