arXiv Statistics @arxiv_stats@qoto.org

Causal mediation analysis for longitudinal and survival data in continuous time using Bayesian non-parametric joint models https://arxiv.org/abs/2506.20058 #stat.ME #stat.AP

hdbayes: An R Package for Bayesian Analysis of Generalized Linear Models Using Historical Data https://arxiv.org/abs/2506.20060 #stat.ME #stat.CO

Extracting Interpretable Models from Tree Ensembles: Computational and Statistical Perspectives https://arxiv.org/abs/2506.20114 #stat.ML #cs.LG

Sampling conditioned diffusions via Pathspace Projected Monte Carlo https://arxiv.org/abs/2506.15743 #stat.ML #math.PR #math.ST #stat.TH #cs.LG

TRUST: Transparent, Robust and Ultra-Sparse Trees https://arxiv.org/abs/2506.15791 #stat.ME #stat.ML #cs.AI #cs.LG

The Optimality of a Nested Generalized Pairwise Group Testing Procedure https://arxiv.org/abs/2506.15797 #math.ST #math.IT #math.PR #stat.TH #cs.IT

Network Modelling of Asynchronous Change-Points in Multivariate Time Series https://arxiv.org/abs/2506.15801 #stat.ME #stat.AP

Summary Statistics of Large-scale Model Outputs for Observation-corrected Outputs https://arxiv.org/abs/2506.15845 #stat.ME #stat.AP #stat.CO #stat.ML

The exact region and an inequality between Chatterjee's and Spearman's rank correlations https://arxiv.org/abs/2506.15897 #math.ST #math.PR #stat.TH

From Local Interactions to Global Operators: Scalable Gaussian Process Operator for Physical Systems https://arxiv.org/abs/2506.15906 #stat.ML #cs.LG

Sample size re-estimation in blinded hybrid-control design using inverse probability weighting https://arxiv.org/abs/2506.15913 #stat.ME

Estimating Multiple Weighted Networks with Node-Sparse Differences and Shared Low-Rank Structure https://arxiv.org/abs/2506.15915 #math.ST #stat.TH

Conditional Dirichlet Processes and Functional Condition Models https://arxiv.org/abs/2506.15932 #math.ST #stat.TH

R\'enyi-Induced Information Geometry and Hartigan's Prior Family https://arxiv.org/abs/2506.12028 #math.ST #stat.TH

Assessing the Quality of Binomial Samplers: A Statistical Distance Framework https://arxiv.org/abs/2506.12061 #stat.CO #cs.LO

Optimal Experimental Design Criteria for Data-Consistent Inversion https://arxiv.org/abs/2506.12157 #stat.ME #math.PR

A simplified and robust proxy-based approach for overcoming unmeasured confounding in EHR studies https://arxiv.org/abs/2506.12177 #q-bio.QM #stat.ME #stat.AP

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation https://arxiv.org/abs/2506.12183 #stat.ML #stat.AP #stat.ME #cs.LG

Resilience Measures for the Surrogate Paradox https://arxiv.org/abs/2506.12194 #stat.ME

Estimating treatment effects with a unified semi-parametric difference-in-differences approach https://arxiv.org/abs/2506.12207 #stat.ME