arXiv Statistics @arxiv_stats@qoto.org

Lower Bounds for Nonparametric Estimation of Ordinary Differential Equations https://arxiv.org/abs/2407.14993 #math.ST #stat.TH

Building Population-Informed Priors for Bayesian Inference Using Data-Consistent Stochastic Inversion https://arxiv.org/abs/2407.13814 #stat.ME

Projection-pursuit Bayesian regression for symmetric matrix predictors https://arxiv.org/abs/2407.13865 #stat.ME

LASPATED: A Library for the Analysis of Spatio-Temporal Discrete Data (User Manual) https://arxiv.org/abs/2407.13889 #stat.CO

In defense of MAR over latent ignorability (or latent MAR) for outcome missingness in studying principal causal effects: a causal graph view https://arxiv.org/abs/2407.13904 #stat.ME

Flexible max-stable processes for fast and efficient inference https://arxiv.org/abs/2407.13958 #stat.ME

On the Frequentist Coverage of Bayes Posteriors in Nonlinear Inverse Problems https://arxiv.org/abs/2407.13970 #math.ST #stat.TH

Dimension-reduced Reconstruction Map Learning for Parameter Estimation in Likelihood-Free Inference Problems https://arxiv.org/abs/2407.13971 #stat.ME #stat.CO #stat.ML

A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits https://arxiv.org/abs/2407.13977 #stat.ML #cs.LG

Byzantine-tolerant distributed learning of finite mixture models https://arxiv.org/abs/2407.13980 #stat.ME #stat.ML #cs.LG

Derandomized Truncated D-vine Copula Knockoffs with e-values to control the false discovery rate https://arxiv.org/abs/2407.14002 #stat.ME

Convergence of SMACOF https://arxiv.org/abs/2407.12945 #stat.CO

Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance https://arxiv.org/abs/2407.12996 #stat.ML #cs.LG

Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models https://arxiv.org/abs/2407.13009 #stat.ML #cs.LG

Bayesian Inference and the Principle of Maximum Entropy https://arxiv.org/abs/2407.13029 #stat.ME

Combining Climate Models using Bayesian Regression Trees and Random Paths https://arxiv.org/abs/2407.13169 #stat.ME

Data-Driven Estimation of Conditional Expectations, Application to Optimal Stopping and Reinforcement Learning https://arxiv.org/abs/2407.13189 #stat.ML #cs.LG

Enhanced inference for distributions and quantiles of individual treatment effects in various experiments https://arxiv.org/abs/2407.13261 #stat.ME

A Partially Pooled NSUM Model: Detailed estimation of CSEM trafficking prevalence in Philippine municipalities https://arxiv.org/abs/2407.13267 #stat.AP

Heterogeneous Clinical Trial Outcomes via Multi-Output Gaussian Processes https://arxiv.org/abs/2407.13283 #stat.ME #stat.AP