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Exact distribution-free tests of spherical symmetry applicable to high dimensional data arxiv.org/abs/2412.05608 .ST .ME .TH

Improved estimation of the positive powers ordered restricted standard deviation of two normal populations arxiv.org/abs/2412.05620 .ST .CO .TH

A generalized Bayesian approach for high-dimensional robust regression with serially correlated errors and predictors arxiv.org/abs/2412.05673 .ME .ST .CO .TH

Training-Free Bayesianization for Low-Rank Adapters of Large Language Models arxiv.org/abs/2412.05723 .ML .AI .CL .LG

Robust Quickest Change Detection in Multi-Stream Non-Stationary Processes arxiv.org/abs/2412.04493 .ME

Dual approach to proving electoral fraud via statistics and forensics (Dvojnoe dokazatel'stvo falsifikazij na vyborah statistikoj i kriminalistikoj) arxiv.org/abs/2412.04535 .soc-ph .AP

Multi-Quantile Estimators for the parameters of Generalized Extreme Value distribution arxiv.org/abs/2412.04640 .ME

Fairness-aware Principal Component Analysis for Mortality Forecasting and Annuity Pricing arxiv.org/abs/2412.04663 .ME .AP

Sequential anomaly identification with observation control under generalized error metrics arxiv.org/abs/2412.04693 .ST .TH

Modeling High-Dimensional Dependent Data in the Presence of Many Explanatory Variables and Weak Signals arxiv.org/abs/2412.04736 .ME .ML

Marginally interpretable spatial logistic regression with bridge processes arxiv.org/abs/2412.04744 .ME .AP

Low-Rank Expectile Representations of a Data Matrix, with Application to Diurnal Heart Rates arxiv.org/abs/2412.04765 .AP

Regression Analysis of Cure Rate Models with Competing Risks Subjected to Interval Censoring arxiv.org/abs/2412.04803 .ME

Dynamic Prediction of High-density Generalized Functional Data with Fast Generalized Functional Principal Component Analysis arxiv.org/abs/2412.02014 .ME .AP

Comparing Clustering Approaches for Smart Meter Time Series: Investigating the Influence of Dataset Properties on Performance arxiv.org/abs/2412.02026 .AP

MEP-Net: Generating Solutions to Scientific Problems with Limited Knowledge by Maximum Entropy Principle arxiv.org/abs/2412.02090 .data-an .ML .LG

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