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Repeated sampling of different individuals but the same clusters to improve precision of difference-in-differences estimators: the DISC design arxiv.org/abs/2411.17905 .ME

Bayesian Variable Selection for High-Dimensional Mediation Analysis: Application to Metabolomics Data in Epidemiological Studies arxiv.org/abs/2411.17910 .ME .AP

Optimized Conformal Selection: Powerful Selective Inference After Conformity Score Optimization arxiv.org/abs/2411.17983 .ME .ML .AI .LG

Bayesian Inference of Spatially Varying Correlations via the Thresholded Correlation Gaussian Process arxiv.org/abs/2411.18012 .ME

A Uniformly Most Powerful Unbiased Test for Regression Parameters by Orthogonalizing Predictors arxiv.org/abs/2411.18033 .ST .TH

Bounding causal effects with an unknown mixture of informative and non-informative censoring arxiv.org/abs/2411.16902 .ME

Fragility Index for Time-to-Event Endpoints in Single-Arm Clinical Trials arxiv.org/abs/2411.16938 .ME .AP

Detecting Outliers in Multiple Sampling Results Without Thresholds arxiv.org/abs/2411.17024 .ME

Quantile Graph Discovery through QuACC: Quantile Association via Conditional Concordance arxiv.org/abs/2411.17033 .ME

Achieving Privacy Utility Balance for Multivariate Time Series Data arxiv.org/abs/2411.17035 .ME .CR

Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series arxiv.org/abs/2411.17042 .ML .LG

Interval-Valued Fuzzy Fault Tree Analysis through Qualitative Data Processing and its Applications in Marine Operations arxiv.org/abs/2411.15249 .AP .PR

Proportional infinite-width infinite-depth limit for deep linear neural networks arxiv.org/abs/2411.15267 -mat.dis-nn .ML .PR .LG

Heavy-tailed Contamination is Easier than Adversarial Contamination arxiv.org/abs/2411.15306 .ST .ME .ML .TH .DS .LG

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