arXiv Statistics @arxiv_stats@qoto.org

Elliptical Wishart distributions: information geometry, maximum likelihood estimator, performance analysis and statistical learning https://arxiv.org/abs/2411.02726 #stat.ML #stat.ME #cs.LG

Restricted Win Probability with Bayesian Estimation for Implementing the Estimand Framework in Clinical Trials With a Time-to-Event Outcome https://arxiv.org/abs/2411.02755 #stat.ME

Identifying nonlinear relations among random variables: A network analytic approach https://arxiv.org/abs/2411.02763 #stat.ME

Solving the 2D Advection-Diffusion Equation using Fixed-Depth Symbolic Regression and Symbolic Differentiation without Expression Trees https://arxiv.org/abs/2411.00011 #stat.CO #math.NA #cs.LG #cs.NA

Prospective Learning: Learning for a Dynamic Future https://arxiv.org/abs/2411.00109 #stat.ML #cs.AI #cs.LG

A Geometric Framework for Understanding Memorization in Generative Models https://arxiv.org/abs/2411.00113 #stat.ML #cs.LG

Residual Deep Gaussian Processes on Manifolds https://arxiv.org/abs/2411.00161 #stat.ML #cs.LG

Sharp Bounds on the Variance of General Regression Adjustment in Randomized Experiments https://arxiv.org/abs/2411.00191 #stat.ME #math.ST #stat.TH

Learning Mixtures of Unknown Causal Interventions https://arxiv.org/abs/2411.00213 #stat.ML #cs.LG

Inclusive KL Minimization: A Wasserstein-Fisher-Rao Gradient Flow Perspective https://arxiv.org/abs/2411.00214 #stat.ML #math.OC #cs.LG

Nudging state-space models for Bayesian filtering under misspecified dynamics https://arxiv.org/abs/2411.00218 #stat.CO #math.PR

Minimum Empirical Divergence for Sub-Gaussian Linear Bandits https://arxiv.org/abs/2411.00229 #stat.ML #cs.LG

Adaptive minimax estimation for discretely observed L\'evy processes https://arxiv.org/abs/2411.00253 #math.ST #math.PR #stat.TH

BAMITA: Bayesian Multiple Imputation for Tensor Arrays https://arxiv.org/abs/2410.23412 #q-bio.QM #stat.ME #stat.ML

All or None: Identifiable Linear Properties of Next-token Predictors in Language Modeling https://arxiv.org/abs/2410.23501 #stat.ML #cs.AI #cs.CL #cs.LG

Healthy Live Births Should be Considered as Competing Events when Estimating the Total Effect of Prenatal Medication Use on Pregnancy Outcomes https://arxiv.org/abs/2410.23521 #stat.AP

On the consistency of bootstrap for matching estimators https://arxiv.org/abs/2410.23525 #math.ST #econ.EM #stat.TH

Bayesian Hierarchical Model for Synthesizing Registry and Survey Data on Female Breast Cancer Prevalence https://arxiv.org/abs/2410.23580 #stat.AP #stat.ME

The Nudge Average Treatment Effect https://arxiv.org/abs/2410.23590 #stat.ME

Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis https://arxiv.org/abs/2410.23595 #q-bio.GN #stat.ML #cs.LG