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Principal Component Based Estimation of Finite Population Mean under Multicollinearity arxiv.org/abs/2604.25966 .ME .ST .TH

Safe, Scalable, and Accurate Bayes Posterior Sampling for Large-Data Generalized Linear Mixed Models arxiv.org/abs/2604.26029 .ME .CO .ML

Extending Evidence Accumulation Models to Bounded Continuous Self-report Data arxiv.org/abs/2604.26055 .ME .AP

Estimating the tail index of Pareto-type distributions from geometric records arxiv.org/abs/2604.26069 .ST .TH

Robust Representation Learning through Explicit Environment Modeling arxiv.org/abs/2604.26128 .ML .LG

Fitting Large Nonlinear Mixed Effects Models Using Variational Expectation Maximization arxiv.org/abs/2604.26160 .ME .CO .CE .LG .MS

R Package iglm: Regression under Interference in Connected Populations arxiv.org/abs/2604.22791 .CO .OT .SI

Research Funding as a Decision Problem Under Heavy-Tailed Uncertainty arxiv.org/abs/2604.22793 .AP

Cyclic fractional Gaussian noise: time and frequency domain properties arxiv.org/abs/2604.22813 .AP .PR

Design, Cups, and Blankets. A Free-Energy-Principle-Based Approach to Product Design arxiv.org/abs/2604.22902 .ME .ML

Come Together: Analyzing Popular Songs Through Statistical Embeddings arxiv.org/abs/2604.22925 .AP .SD

Rethinking Trust Region Bayesian Optimization in High Dimensions arxiv.org/abs/2604.22967 .ML .LG

Testing independence in the presence of missing data: high-dimensional case arxiv.org/abs/2604.22980 .ME .ST .TH

Perceptions and Utilization of GenAI Tools among Data Science Students and Faculty arxiv.org/abs/2604.22998 .OT

Estimation of Time-Varying Treatment Effects in a Joint Model for Longitudinal and Recurrent Event Outcomes in Mobile Health Data arxiv.org/abs/2604.23006 .ME

Contrast-Space Projection for Network Meta-Analysis: An Exact and Invariant Study-Based Decomposition of Direct and Indirect Contributions arxiv.org/abs/2604.21994 .ME .AP .CO .ML

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