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A stochastic method to estimate a zero-inflated two-part mixed model for human microbiome data arxiv.org/abs/2504.15411 .ME .ST .TH

Micro-randomized Trials with Categorical Treatments: Causal Effect Estimation and Sample Size Calculation arxiv.org/abs/2504.15484 .ME

Intra-Class Correlation Coefficient Ignorable Clustered Randomized Trials for Detecting Treatment Effect Heterogeneity arxiv.org/abs/2504.15503 .ME

Ridge-Regularized Largest Root Test for General High-dimensional Double Wishart Problems arxiv.org/abs/2504.15510 .ME

Bayesian Rao test for distributed target detection in interference and noise with limited training data arxiv.org/abs/2504.13235 .ME .IT .IT

Estimating equations for survival analysis with pooled logistic regression arxiv.org/abs/2504.13291 .ME .CO

Gradient-Free Sequential Bayesian Experimental Design via Interacting Particle Systems arxiv.org/abs/2504.13320 .ML .NA .CO .LG .NA

Predicting Forced Responses of Probability Distributions via the Fluctuation-Dissipation Theorem and Generative Modeling arxiv.org/abs/2504.13333 .ML .CD .LG

On the minimax optimality of Flow Matching through the connection to kernel density estimation arxiv.org/abs/2504.13336 .ML .LG

Intelligent data collection for network discrimination in material flow analysis using Bayesian optimal experimental design arxiv.org/abs/2504.13382 .AP

Active Learning of Computer Experiment with both Quantitative and Qualitative Inputs arxiv.org/abs/2504.13441 .ME

A Comparative Evaluation of a Conditional Median-Based Bayesian Growth Curve Modeling Approach with Missing Data arxiv.org/abs/2504.13451 .ME .AP

Efficient Estimation under Multiple Missing Patterns via Balancing Weights arxiv.org/abs/2504.13467 .ME

Bayesian Model Averaging in Causal Instrumental Variable Models arxiv.org/abs/2504.13520 .ME .EM .ST .TH

A Novel Strategy for Detecting Multiple Mediators in High-Dimensional Mediation Models arxiv.org/abs/2504.11550 .ME

Normalizing Flow Regression for Bayesian Inference with Offline Likelihood Evaluations arxiv.org/abs/2504.11554 .ML .LG

Mapping Multivariate Phenotypes in the Presence of Missing Observations for Family-Based Data arxiv.org/abs/2504.11579 .ME

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