arXiv Statistics @arxiv_stats@qoto.org

Matern and Generalized Wendland correlation models that parameterize hole effect, smoothness, and support https://arxiv.org/abs/2501.00558 #stat.ME

Surrogate Modeling for Explainable Predictive Time Series Corrections https://arxiv.org/abs/2412.19897 #stat.ML #cs.LG

Towards Strong AI: Transformational Beliefs and Scientific Creativity https://arxiv.org/abs/2412.19938 #stat.OT #cs.AI

Linear Shrinkage Convexification of Penalized Linear Regression With Missing Data https://arxiv.org/abs/2412.19963 #stat.ME

Kendall and Spearman Rank Correlations for Skew-Elliptical Copulas https://arxiv.org/abs/2412.20013 #stat.ME

Covariance test and universal bootstrap by operator norm https://arxiv.org/abs/2412.20019 #math.ST #stat.TH

Forecasting Malaria in Indian States: A Time Series Approach with R Shiny Integration https://arxiv.org/abs/2412.20121 #stat.AP

Debiased Nonparametric Regression for Statistical Inference and Distributionally Robustness https://arxiv.org/abs/2412.20173 #stat.ME #econ.EM #math.ST #stat.ML #stat.TH #cs.LG

An Undergraduate Course on the Statistical Principles of Research Study Design https://arxiv.org/abs/2412.20175 #stat.OT

Maximizing Predictive Performance for Small Subgroups: Functionally Adaptive Interaction Regularization (FAIR) https://arxiv.org/abs/2412.20190 #stat.AP

Robust Quickest Change Detection with Sampling Control https://arxiv.org/abs/2412.20207 #stat.ME

High-accuracy sampling from constrained spaces with the Metropolis-adjusted Preconditioned Langevin Algorithm https://arxiv.org/abs/2412.18701 #stat.CO #math.ST #stat.ML #stat.TH

Trustworthy assessment of heterogeneous treatment effect estimator https://arxiv.org/abs/2412.18803 #stat.ME

Empirical likelihood for Fr\'echet means on open books https://arxiv.org/abs/2412.18818 #math.ST #stat.CO #stat.ME #stat.TH

Optimal Federated Learning for Functional Mean Estimation under Heterogeneous Privacy Constraints https://arxiv.org/abs/2412.18992 #math.ST #stat.TH #cs.LG

Robust functional PCA for density data https://arxiv.org/abs/2412.19004 #stat.ME

Dynamic networks clustering via mirror distance https://arxiv.org/abs/2412.19012 #stat.ME

Neural Networks Perform Sufficient Dimension Reduction https://arxiv.org/abs/2412.19033 #stat.ML #cs.LG

Outlier-Bias Removal with Alpha Divergence: A Robust Non-Convex Estimator for Linear Regression https://arxiv.org/abs/2412.19183 #math.ST #stat.TH

On optimal linear prediction https://arxiv.org/abs/2412.19186 #math.ST #stat.TH