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Learning associations of COVID-19 hospitalizations with wastewater viral signals by Markov modulated models arxiv.org/abs/2410.07487 .ME .AP

Thompson Sampling For Combinatorial Bandits: Polynomial Regret and Mismatched Sampling Paradox arxiv.org/abs/2410.05441 .ML .LG

Meta-Dynamical State Space Models for Integrative Neural Data Analysis arxiv.org/abs/2410.05454 -bio.NC .ML .LG

A New Method for Multinomial Inference using Dempster-Shafer Theory arxiv.org/abs/2410.05512 .ME

Scalable Inference for Bayesian Multinomial Logistic-Normal Dynamic Linear Models arxiv.org/abs/2410.05548 .AP .ME .ML

With random regressors, least squares inference is robust to correlated errors with unknown correlation structure arxiv.org/abs/2410.05567 .ST .ME .TH

Comparing HIV Vaccine Immunogenicity across Trials with Different Populations and Study Designs arxiv.org/abs/2410.05594 .ME

SMART: A Flexible Approach to Regression using Spline-Based Multivariate Adaptive Regression Trees arxiv.org/abs/2410.05597 .ML .LG

Refereeing the Referees: Evaluating Two-Sample Tests for Validating Generators in Precision Sciences arxiv.org/abs/2409.16336 .ML .AP -ph .LG

Spatial extremal modelling: A case study on the interplay between margins and dependence arxiv.org/abs/2409.16373 .AP

Towards Representation Learning for Weighting Problems in Design-Based Causal Inference arxiv.org/abs/2409.16407 .ML .ME .LG

Robust Mean Squared Prediction Error Estimators of EBLUP of a Small Area Mean Under the Fay-Herriot Model arxiv.org/abs/2409.16409 .ME

Aggregating multiple test results to improve medical decision-making arxiv.org/abs/2409.16442 -bio.QM .AP

Double-Estimation-Friendly Inference for High Dimensional Misspecified Measurement Error Models arxiv.org/abs/2409.16463 .ME .ST .TH

Dependencies in Item-Adaptive CAT Data and Differential Item Functioning Detection: A Multilevel Framework arxiv.org/abs/2409.16534 .AP

Is speckle noise more challenging to mitigate than additive noise? arxiv.org/abs/2409.16585 .ST .SP .IT .TH .IT

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