arXiv Statistics @arxiv_stats@qoto.org

Properly constrained reference priors decay rates for efficient and robust posterior inference https://arxiv.org/abs/2409.13041 #stat.ME #math.ST #stat.TH

Forecasting Causal Effects of Future Interventions: Confounding and Transportability Issues https://arxiv.org/abs/2409.13060 #stat.ME

Incremental Causal Effect for Time to Treatment Initialization https://arxiv.org/abs/2409.13097 #stat.ME

Non-parametric Replication of Instrumental Variable Estimates Across Studies https://arxiv.org/abs/2409.13140 #stat.ME

Nonparametric Causal Survival Analysis with Clustered Interference https://arxiv.org/abs/2409.13190 #stat.ME

Spatial Sign based Principal Component Analysis for High Dimensional Data https://arxiv.org/abs/2409.13267 #stat.ME

Stochastic mirror descent for nonparametric adaptive importance sampling https://arxiv.org/abs/2409.13272 #math.ST #stat.TH

A Two-stage Inference Procedure for Sample Local Average Treatment Effects in Randomized Experiments https://arxiv.org/abs/2409.13300 #stat.ME #math.ST #stat.TH

Two-level D- and A-optimal main-effects designs with run sizes one and two more than a multiple of four https://arxiv.org/abs/2409.13336 #stat.ME #math.CO

Validity of Feature Importance in Low-Performing Machine Learning for Tabular Biomedical Data https://arxiv.org/abs/2409.13342 #stat.ML #cs.LG

Reproduction of IVFS algorithm for high-dimensional topology preservation feature selection https://arxiv.org/abs/2409.12195 #stat.ML #cs.LG

Simultaneous Estimation of Many Sparse Networks via Hierarchical Poisson Log-Normal Model https://arxiv.org/abs/2409.12275 #stat.ME

Amortized Variational Inference for Deep Gaussian Processes https://arxiv.org/abs/2409.12301 #stat.ML #cs.LG

Heckman Selection Contaminated Normal Model https://arxiv.org/abs/2409.12348 #stat.ME

Optimizing MCMC-Driven Bayesian Neural Networks for High-Precision Medical Image Classification in Small Sample Sizes https://arxiv.org/abs/2409.12355 #stat.CO

International Trade Network: Statistical Analysis and Modeling https://arxiv.org/abs/2409.12358 #stat.AP

Two New Families of Local Asymptotically Minimax Lower Bounds in Parameter Estimation https://arxiv.org/abs/2409.12491 #math.ST #math.IT #stat.TH #cs.IT

Neymanian inference in randomized experiments https://arxiv.org/abs/2409.12498 #stat.ME #math.ST #stat.TH

CLE-SH: Comprehensive Literal Explanation package for SHapley values by statistical validity https://arxiv.org/abs/2409.12578 #stat.CO #stat.AP

Test-Time Augmentation Meets Variational Bayes https://arxiv.org/abs/2409.12587 #stat.ML #cs.AI #cs.LG