arXiv Statistics @arxiv_stats@qoto.org

Bayesian Modal Regression for Forecast Combinations https://arxiv.org/abs/2504.03859 #stat.ME

MaxTDA: Robust Statistical Inference for Maximal Persistence in Topological Data Analysis https://arxiv.org/abs/2504.03897 #stat.ME #math.AT #stat.CO

Confirmatory Biomarker Identification via Derandomized Knockoffs for Cox Regression with k-FWER Control https://arxiv.org/abs/2504.03907 #stat.ME #stat.AP

Common Drivers in Sparsely Interacting Hawkes Processes https://arxiv.org/abs/2504.03916 #math.ST #stat.TH

Batch Bayesian Optimization for High-Dimensional Experimental Design: Simulation and Visualization https://arxiv.org/abs/2504.03943 #cond-mat.mtrl-sci #stat.ML #cs.LG

Spatially-Heterogeneous Causal Bayesian Networks for Seismic Multi-Hazard Estimation: A Variational Approach with Gaussian Processes and Normalizing Flows https://arxiv.org/abs/2504.04013 #stat.ML #stat.AP #cs.LG

Computational Efficient Informative Nonignorable Matrix Completion: A Row- and Column-Wise Matrix U-Statistic Pseudo-Likelihood Approach https://arxiv.org/abs/2504.04016 #stat.ML #cs.LG

Leveraging Shared Factor Structures for Enhanced Matrix Completion with Nonconvex Penalty Regularization https://arxiv.org/abs/2504.04020 #stat.ME

Minimax Optimal Convergence of Gradient Descent in Logistic Regression via Large and Adaptive Stepsizes https://arxiv.org/abs/2504.04105 #stat.ML #cs.LG

A Lanczos-Based Algorithmic Approach for Spike Detection in Large Sample Covariance Matrices https://arxiv.org/abs/2504.03066 #math.ST #math.PR #stat.CO #stat.TH

A computational transition for detecting multivariate shuffled linear regression by low-degree polynomials https://arxiv.org/abs/2504.03097 #stat.ML #math.PR #math.ST #stat.TH #cs.LG

Interim Analysis in Sequential Multiple Assignment Randomized Trials for Survival Outcomes https://arxiv.org/abs/2504.03143 #stat.ME

A multi-locus predictiveness curve and its summary assessment for genetic risk prediction https://arxiv.org/abs/2504.00024 #stat.ME #cs.AI #cs.LG

Scalable Durational Event Models: Application to Physical and Digital Interactions https://arxiv.org/abs/2504.00049 #stat.ME #stat.CO

Reducing Differential Item Functioning via Process Data https://arxiv.org/abs/2504.00136 #stat.AP

Bayesian nonparametric copulas with tail dependence https://arxiv.org/abs/2504.00138 #stat.ME #stat.AP

Non-Asymptotic Analysis of Classical Spectrum Estimators for $L$-mixing Time-series Data with Unknown Means https://arxiv.org/abs/2504.00217 #math.ST #eess.SY #stat.TH #cs.SY

Non-parametric cure models through extreme-value tail estimation https://arxiv.org/abs/2504.00243 #math.ST #stat.TH

Domain Adaptation Under MNAR Missingness https://arxiv.org/abs/2504.00322 #stat.ME #stat.ML

pumBayes: Bayesian Estimation of Probit Unfolding Models for Binary Preference Data in R https://arxiv.org/abs/2504.00423 #stat.CO #stat.AP #stat.ME