Stat.CO Papers

Cornelius Fritz, Michael Schweinberger. [statCO]. R Package iglm: Regression under Interference in Connected Populations. arxiv.org/abs/2604.22791

Johan Hallberg Szabadv\'ary. [statME]. A Fast, Closed-Form Bandwidth Selector for the Beta Kernel Density Estimator. (Replacement). arxiv.org/abs/2601.19553

Shuhao Jiao, Hernando Ombao, Ian W. McKeague. [statME]. Filtration-Based Learning of Multiscale Shared Structures for Multiple Functional Predictors. (Replacement). arxiv.org/abs/2506.11369

Simon Hirsch. [statML]. Online Multivariate Regularized Distributional Regression for High-dimensional Probabilistic Electricity Price Forecasting. (Replacement). arxiv.org/abs/2504.02518

Keiichiro Hijikata, Motonori Oka, Kensuke Okada. [statME]. Sparse Bayesian joint modal estimation for exploratory item factor analysis. (Replacement). arxiv.org/abs/2411.03992

Simon Hirsch, Jonathan Berrisch, Florian Ziel. [statML]. Online Distributional Regression. (Replacement). arxiv.org/abs/2407.08750

Xiaomei Yang, Jiaying Jia, Zhiliang Deng. [statCO]. A Bayesian approach with persistent homology prior for Robin coefficient identification in a parabolic problem. (Replacement). arxiv.org/abs/2512.24046

Zhanli Wu, Fabrizio Leisen, Miguel-Angel Luque-Fernandez, F. Javier Rubio. [statML]. Conformalized Super Learner. arxiv.org/abs/2604.22391

Maharani Ahsani Ummi, Stuart Barber, Henry M. Wood, Arief Gusnanto. [statAP]. Tail-Greedy Unbalanced Haar Wavelet Segmentation for Copy Number Alteration Data. arxiv.org/abs/2604.22364

Chong Wang, Yanqi Zhang, Zhezhen Jin, Annette O'Connor. [statME]. Contrast-Space Projection for Network Meta-Analysis: An Exact and Invariant Study-Based Decomposition of Direct and Indirect Contributions. arxiv.org/abs/2604.21994

Erik Sverdrup, Trevor Hastie. [statME]. balnet: Pathwise Estimation of Covariate Balancing Propensity Scores. (Replacement). arxiv.org/abs/2602.18577

Shuhao Jiao, Hernando Ombao, Ian W. McKeague. [statME]. Filtration-Based Learning of Multiscale Shared Structures for Multiple Functional Predictors. (Replacement). arxiv.org/abs/2506.11369

Jordan Awan, Andres Felipe Barrientos, Nianqiao Ju. [mathST]. Statistical Inference for Privatized Data with Unknown Sample Size. (Replacement). arxiv.org/abs/2406.06231

David Holzm\"uller, Francis Bach. [statML]. Convergence Rates for Non-Log-Concave Sampling and Log-Partition Estimation. (Replacement). arxiv.org/abs/2303.03237

Di Wu, Ling Liang, Haizhao Yang. [statML]. Beyond Expected Information Gain: Stable Bayesian Optimal Experimental Design with Integral Probability Metrics and Plug-and-Play Extensions. arxiv.org/abs/2604.21849

Franti\v{s}ek Barto\v{s}, Eric-Jan Wagenmakers, Maarten Marsman, Don van den Bergh. [statME]. Efficient Bayes Factor Sensitivity Analysis via Posterior Density Ratios. arxiv.org/abs/2604.21596

Lena Zellinger, Antonio Vergari. [csLG]. Even More Guarantees for Variational Inference in the Presence of Symmetries. arxiv.org/abs/2604.21407

Leo L Duan. [statME]. Revisiting Bayesian Variable Selection via Optimization. arxiv.org/abs/2604.21009

Utku Erdogan, Gabriel J. Lord, Joaquin Miguez. [statCO]. On a class of constrained particle filters for continuous-discrete state space models. arxiv.org/abs/2604.21538

Arghya Mukherjee, Arnab Hazra, Dootika Vats. [statME]. Scalable Bayesian inference for high-dimensional mixed-type multivariate spatial data. (Replacement). arxiv.org/abs/2510.13233