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Information divergences and likelihood ratios of Poisson processes and point patterns arxiv.org/abs/2404.00294 .ST .IT .PR .TH .IT

Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance Estimation arxiv.org/abs/2403.19720 .ST .ML .TH .LG

Deep Learning Framework with Uncertainty Quantification for Survey Data: Assessing and Predicting Diabetes Mellitus Risk in the American Population arxiv.org/abs/2403.19752 .ME .ML

Doubly robust estimation and inference for a log-concave counterfactual density arxiv.org/abs/2403.19917 .ME

A Semiparametric Gaussian Mixture Model for Chest CT-based 3D Blood Vessel Reconstruction arxiv.org/abs/2403.19929 .AP

Supervised Bayesian joint graphical model for simultaneous network estimation and subgroup identification arxiv.org/abs/2403.19994 .ME

Estimating parameters of continuous-time multi-chain hidden Markov models for infectious diseases arxiv.org/abs/2403.18875 .AP .PR

Robust estimations from distribution structures: V. Non-asymptotic arxiv.org/abs/2403.18951 .ME .AP .CO .OT

Causal-StoNet: Causal Inference for High-Dimensional Complex Data arxiv.org/abs/2403.18994 .ML .LG

Efficient global estimation of conditional-value-at-risk through stochastic kriging and extreme value theory arxiv.org/abs/2403.19018 .ME .OC

Imputing missing not-at-random longitudinal marker values in time-to-event analysis: fully conditional specification multiple imputation in joint modeling arxiv.org/abs/2403.19192 .ME

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