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Prediction intervals for overdispersed binomial endpoints and their application to historical control data arxiv.org/abs/2407.13296 .AP

Heavy tails and negative correlation in a binomial model for sports matches: applications to curling arxiv.org/abs/2406.18601 .AP .PR

Multi-level Phenotypic Models of Cardiovascular Disease and Obstructive Sleep Apnea Comorbidities: A Longitudinal Wisconsin Sleep Cohort Study arxiv.org/abs/2406.18602 .AP .CO .LG

Confidence interval estimation of mixed oil length with conditional diffusion model arxiv.org/abs/2406.18603 .AP .LG

Bayesian Inference for Stochastic Predictions of Non-Gaussian Systems with Applications in Climate Change arxiv.org/abs/2406.18606 .ao-ph .AP

Analysis of Full-scale Riser Responses in Field Conditions Based on Gaussian Mixture Model arxiv.org/abs/2406.18611 .ao-ph .AP

Unbiased least squares regression via averaged stochastic gradient descent arxiv.org/abs/2406.18623 .ML .ME .LG

Data Sketching and Stacking: A Confluence of Two Strategies for Predictive Inference in Gaussian Process Regressions with High-Dimensional Features arxiv.org/abs/2406.18681 .ME

Robust Distributed Learning of Functional Data From Simulators through Data Sketching arxiv.org/abs/2406.18751 .AP

Density Ratio Estimation via Sampling along Generalized Geodesics on Statistical Manifolds arxiv.org/abs/2406.18806 .ML .LG

Practical identifiability and parameter estimation of compartmental epidemiological models arxiv.org/abs/2406.17827 .ME

Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness arxiv.org/abs/2406.17830 .ML .LG

Minimax-robust estimation problems for stationary stochastic sequences arxiv.org/abs/2406.17917 .ST .TH

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