arXiv Statistics @arxiv_stats@qoto.org

Regularized Machine Learning for System Identification of Ship Free-Running Manoeuvres from CFD-Based Synthetic Data: A Comparative Study https://arxiv.org/abs/2606.17121 #physics.flu-dyn #stat.AP #cs.LG

Statistical Foundations of LLM-based A/B Testing: A Surrogacy Framework for Human Causal Inference https://arxiv.org/abs/2606.17165 #stat.ME #econ.EM #math.ST #stat.TH #cs.AI

Tropical Viterbi Tubes for Decoding Uncertainty in Hidden Markov Models https://arxiv.org/abs/2606.17181 #stat.ME #stat.AP

Another Look at Log-PCA for Probability Measures: A Dynamical Formulation and Statistical Convergence https://arxiv.org/abs/2606.17196 #stat.ML #stat.ME #cs.LG

Semiparametric Mediation Analysis with Separately Observed Mediator and Outcome under Unmeasured Confounding https://arxiv.org/abs/2606.17232 #stat.ME

Bayesian Poisson-Randomized Gamma Tensor Factorization with Application to International Trade Flows https://arxiv.org/abs/2606.17267 #stat.ME #econ.EM #math.NA #stat.AP #stat.ML #cs.NA

Dependent Censoring Based on Geometric Optimization https://arxiv.org/abs/2606.17293 #stat.ME #math.ST #stat.TH

Kernel-Based Functional Balancing for Causal Inference with Compositional Treatments https://arxiv.org/abs/2606.17308 #stat.ME #stat.ML

Tight $L_\infty$ Sample Complexity for Low-Degree and Sparse Boolean Polynomials https://arxiv.org/abs/2606.17319 #stat.ML #math.CO #math.ST #stat.TH #cs.LG

A Polyak-Ruppert Central Limit Theorem for SA-Adam with Momentum and Non-Convergent Adaptive Preconditioning https://arxiv.org/abs/2606.17364 #math.ST #math.OC #stat.ML #stat.TH

Geometric bias in eigenspace perturbation under random heterogeneous noise https://arxiv.org/abs/2606.11263 #math.ST #math.NA #math.PR #stat.TH #cs.LG #cs.NA

The Statistical Compass https://arxiv.org/abs/2606.11282 #stat.AP #math.PR #math.ST #stat.TH

Annealed Entropic Allocation for Ranking and Selection https://arxiv.org/abs/2606.11347 #stat.ML #math.OC #cs.LG

GraphGP: Scalable Gaussian Processes with Vecchia's Approximation https://arxiv.org/abs/2606.11402 #astro-ph.IM #stat.CO #stat.ML

Bayesian Causal Machine Learning for Cure Models https://arxiv.org/abs/2606.11405 #stat.ME #stat.AP

Posterior consistency of P\'olya trees for deconvolution under the linear model https://arxiv.org/abs/2606.11406 #math.ST #stat.TH

Group Sequential Sample Size for Comparing Two Survival Probabilities at a Specific Time Point https://arxiv.org/abs/2606.11414 #stat.ME

Second-Order Least Squares as a Special Case of the Polynomial Maximization Method https://arxiv.org/abs/2606.11421 #stat.ME #math.ST #stat.CO #stat.TH

A Likelihood Ratio Testing Approach for Interval-Censored Data https://arxiv.org/abs/2606.11439 #stat.ME

Unbiased Derivative Estimation for Stationary Mean of Parameterized Markov chains https://arxiv.org/abs/2606.11487 #math.ST #math.PR #stat.ML #stat.TH