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A Delayed Acceptance Auxiliary Variable MCMC for Spatial Models with Intractable Likelihood Function arxiv.org/abs/2504.17147 .ME .CO

A general approach to modeling environmental mixtures with multivariate outcomes arxiv.org/abs/2504.17195 .ME

Parental Imprints On Birth Weight: A Data-Driven Model For Neonatal Prediction In Low Resource Prenatal Care arxiv.org/abs/2504.15290 .OT

A New Multiple Correlation Coefficient without Specifying the Dependent Variable arxiv.org/abs/2504.15372 .ME

Assessing Surrogate Heterogeneity in Real World Data Using Meta-Learners arxiv.org/abs/2504.15386 .ME .ML .LG

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

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