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Temporal discontinuity trials and randomization: success rates versus design strength arxiv.org/abs/2408.12098 .ME

Transformers are Minimax Optimal Nonparametric In-Context Learners arxiv.org/abs/2408.12186 .ML .LG

Multi-time small-area estimation of oil and gas production capacity by Bayesian multilevel modeling arxiv.org/abs/2408.11167 .AP

Effective Off-Policy Evaluation and Learning in Contextual Combinatorial Bandits arxiv.org/abs/2408.11202 .ML .AI .LG

High-Dimensional Overdispersed Generalized Factor Model with Application to Single-Cell Sequencing Data Analysis arxiv.org/abs/2408.11272 .ME

Climate Change in Austria: Precipitation and Dry Spells over 50 years arxiv.org/abs/2408.11497 .ME .AP

Evidential Analysis: An Alternative to Hypothesis Testing in Normal Linear Models arxiv.org/abs/2408.11672 .ME

Can an unsupervised clustering algorithm reproduce a categorization system? arxiv.org/abs/2408.10340 -fin.ST .ML .AP .LG

Efficient Reinforcement Learning in Probabilistic Reward Machines arxiv.org/abs/2408.10381 .ML .AI .LG

Highly Multivariate High-dimensionality Spatial Stochastic Processes-A Mixed Conditional Approach arxiv.org/abs/2408.10396 .ME .ST .TH

Spatial Knockoff Bayesian Variable Selection in Genome-Wide Association Studies arxiv.org/abs/2408.10401 .ME

Issues of parameterization and computation for posterior inference in partially identified models arxiv.org/abs/2408.10416 .CO

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