arXiv Statistics @arxiv_stats@qoto.org

Sampling low-fidelity outputs for estimation of high-fidelity density and its tails https://arxiv.org/abs/2402.17984 #stat.ME

JEL ratio test for independence between a continuous and a categorical random variable https://arxiv.org/abs/2402.18105 #stat.ME

Sequential Change-point Detection for Compositional Time Series with Exogenous Variables https://arxiv.org/abs/2402.18130 #stat.ME #math.ST #stat.TH

Quantile Outcome Adaptive Lasso: Covariate Selection for Inverse Probability Weighting Estimator of Quantile Treatment Effects https://arxiv.org/abs/2402.18185 #stat.ME

Bayesian Chain Ladder For Cumulative Run-Off Triangle Under Half-Normal Distribution Assumption https://arxiv.org/abs/2402.16917 #stat.ME #math.PR #math.ST #stat.TH

Robust Evaluation of Longitudinal Surrogate Markers with Censored Data https://arxiv.org/abs/2402.16969 #stat.ME

A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data https://arxiv.org/abs/2402.16991 #cond-mat.dis-nn #stat.ML #cs.CV #cs.LG

Iterated INLA for State and Parameter Estimation in Nonlinear Dynamical Systems https://arxiv.org/abs/2402.17036 #stat.ML #cs.LG

Towards Generalizing Inferences from Trials to Target Populations https://arxiv.org/abs/2402.17042 #stat.ME #econ.EM #cs.AI #cs.LG

On Independent Samples Along the Langevin Diffusion and the Unadjusted Langevin Algorithm https://arxiv.org/abs/2402.17067 #math.ST #math.IT #stat.ML #stat.TH #cs.IT

Dempster-Shafer P-values: Thoughts on an Alternative Approach for Multinomial Inference https://arxiv.org/abs/2402.17070 #stat.ME #math.ST #stat.TH

A Note on Bayesian Networks with Latent Root Variables https://arxiv.org/abs/2402.17087 #stat.ML #cs.AI #cs.LG

Learning high-dimensional targets by two-parameter models and gradient flow https://arxiv.org/abs/2402.17089 #stat.ML #cs.LG

Simple rejection Monte Carlo algorithm and its application to multivariate statistical inference https://arxiv.org/abs/2402.17096 #stat.CO

A Graph-based Approach to Estimating the Number of Clusters https://arxiv.org/abs/2402.15600 #stat.ME

Minimax Optimality of Score-based Diffusion Models: Beyond the Density Lower Bound Assumptions https://arxiv.org/abs/2402.15602 #math.ST #stat.ML #stat.TH #cs.LG

Towards Improved Uncertainty Quantification of Stochastic Epidemic Models Using Sequential Monte Carlo https://arxiv.org/abs/2402.15619 #stat.AP #stat.CO #stat.ME

Comparison of sectoral structures between China and Japan: A network perspective https://arxiv.org/abs/2402.15620 #physics.soc-ph #q-fin.EC #stat.AP #econ.GN

Learning Cyclic Causal Models from Incomplete Data https://arxiv.org/abs/2402.15625 #stat.ML #cs.AI #cs.LG

A Variational Approach for Modeling High-dimensional Spatial Generalized Linear Mixed Models https://arxiv.org/abs/2402.15705 #stat.ME