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Using early rejection Markov chain Monte Carlo and Gaussian processes to accelerate ABC methods arxiv.org/abs/2404.08898 .CO

Inference of treatment effect and its regional modifiers using restricted mean survival time in multi-regional clinical trials arxiv.org/abs/2404.08128 .ME

Language Model Prompt Selection via Simulation Optimization arxiv.org/abs/2404.08164 .ML .AI .CL .LG

AutoGFI: Streamlined Generalized Fiducial Inference for Modern Inference Problems arxiv.org/abs/2404.08169 .ME

Shifting the Paradigm: Estimating Heterogeneous Treatment Effects in the Development of Walkable Cities Design arxiv.org/abs/2404.08208 .AP .ME

Minimax Optimal Goodness-of-Fit Testing with Kernel Stein Discrepancy arxiv.org/abs/2404.08278 .ST .ML .TH

A unified generalization of inverse regression via adaptive column selection arxiv.org/abs/2404.08284 .ME

A Balanced Statistical Boosting Approach for GAMLSS via New Step Lengths arxiv.org/abs/2404.08331 .ME

Estimating Breakpoints between Climate States in Paleoclimate Data arxiv.org/abs/2404.08336 .AP

Comment on 'Exact-corrected confidence interval for risk difference in noninferiority binomial trials' arxiv.org/abs/2404.08352 .ME

Parametric estimation of conditional Archimedean copula generators for censored data arxiv.org/abs/2404.07248 .ME

Certification of MPC-based zonal controller security properties using accuracy-aware machine learning proxies arxiv.org/abs/2404.07275 .AP

Surrogate modeling for probability distribution estimation:uniform or adaptive design? arxiv.org/abs/2404.07323 .ME .ST .TH

A solution for the mean parametrization of the von Mises-Fisher distribution arxiv.org/abs/2404.07358 .CO .ML

Joint mixed-effects models for causal inference in clustered network-based observational studies arxiv.org/abs/2404.07411 .ME

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