Stat.ME Papers

Zichun Xu, Jing Ma. [statME]. Bayesian covariance regression for differential network analysis of zero-inflated microbiome data. arxiv.org/abs/2604.02286…

Olivia L. Walbert, Frederik J. Simons, Arthur P. Guillaumin, Sofia C. Olhede. [statME]. Irregularly and incompletely sampled random fields in the Earth sciences: Analysis and synthesis of parameterized covariance models. arxiv.org/abs/2604.02179…

Giovanni Piccirilli, Alu\'isio Pinheiro. [statME]. A new wavelet-based variational family with copula dependence structures. arxiv.org/abs/2604.02116…

Chris. J. Oates, Richard Howey, Toni Karvonen. [statME]. Sparse Probabilistic Richardson Extrapolation. arxiv.org/abs/2604.02072…

Nodoka Seya, Masataka Taguri. [statME]. On the uncertainty from the first-stage estimation of prognostic covariate adjustment in randomized controlled trials. arxiv.org/abs/2604.01911…

Hao-Yun Huang, Wen-Ting Wang, Ping-Hsun Chiang, Wei-Ying Wu. [statME]. DeepKriging on the global Data. arxiv.org/abs/2604.01689…

Kwangok Seo, Johan Lim. [statME]. Conformalized Method for Empirical Bayes Normal Mean Inference Problem with Heteroscedastic Variance. arxiv.org/abs/2604.01629…

Yu Wang, Kwang Woo Ahn, Sarah L. Kerns, William Hall, Petra Seibold, Christopher J. Talbot, Ana Vega, Barry S. Rosenstein, Nawaid Usmani, Catharine M. L. West, Liv Veldeman, Paul L. Auer, Zhongyuan Chen. [statME]. arxiv.org/abs/2604.01625…

Subhrajyoty Roy, Soudeep Deb, Sayar Karmakar, Rishideep Roy. [statME]. Nonparametric regression of spatio-temporal data using infinite-dimensional covariates. arxiv.org/abs/2604.01593…

Alec Reinhardt, Yajie Liu, Suprateek Kundu. [statME]. Spatially-informed Image Harmonization Results in Improved Scanner Effect Removal and Prediction. arxiv.org/abs/2604.01546…

Philippe Boileau, Nima S. Hejazi, Ivana Malenica, Peter B. Gilbert, Sandrine Dudoit, Mark J. van der Laan. [statME]. Identifying and Estimating Causal Direct Effects Under Unmeasured Confounding. arxiv.org/abs/2604.01501…

Sven Pappert, Harry Joe. [statME]. Copula-Based Time Series for Non-Gaussian and Non-Markovian Stationary Processes. arxiv.org/abs/2604.01500…

Jan Graffelman. [statME]. On the approximation of the between-set correlation matrix by canonical correlation analysis. arxiv.org/abs/2604.00872…

Antonio Calcagn\`i, Arianna Consiglio, Przemyslaw Grzegorzewski, Corrado Mencar. [statME]. Non-ignorable fuzziness in granular counts: the case of RNA-seq data. arxiv.org/abs/2604.00763…

Thomas Guilmeau, Hadrien Hendrikx, Florence Forbes. [statME]. Convergence of projected stochastic natural gradient variational inference for various step size and sample or batch size schedules. arxiv.org/abs/2604.00683…

Wan Tian, Wenhao Cui, Rui Zhang, Bingyi Jing, Yang Liu, Yijie Peng. [statME]. Covariance Matrix Estimation for High-Dimensional Interval-Valued Data with Positive Definiteness. arxiv.org/abs/2604.00644…

Haiyan Zhu, Yingchun Zhou. [statME]. Estimating causal effects of continuous-time dynamic treatments with unmeasured confounders. arxiv.org/abs/2604.00544…

Xiangyu Song. [statME]. Conformal Inference for Counterfactuals and Individual Treatment Effects with Experiment Attrition. arxiv.org/abs/2604.00504…

Jianhua Guo, Xinbing Kong, Zeyu Li, Junfan Mao. [statME]. Tucker Diffusion Model for High-dimensional Tensor Generation. arxiv.org/abs/2604.00481…

Rahul Singh, Ori Davidov. [statME]. Testing for lack of fit in paired comparison data. arxiv.org/abs/2604.00426…