arXiv Statistics @arxiv_stats@qoto.org

Efficient Multivariate Initial Sequence Estimators for MCMC https://arxiv.org/abs/2406.15874 #stat.CO

MSmix: An R Package for clustering partial rankings via mixtures of Mallows Models with Spearman distance https://arxiv.org/abs/2406.14636 #stat.ME #stat.CO

Conditional correlation estimation and serial dependence identification https://arxiv.org/abs/2406.14650 #stat.ME

Analysis of Linked Files: A Missing Data Perspective https://arxiv.org/abs/2406.14717 #stat.ME #stat.AP

Pathological Regularization Regimes in Classification Tasks https://arxiv.org/abs/2406.14731 #stat.ML #math.ST #stat.TH #cs.LG

Robust parameter estimation for partially observed second-order diffusion processes https://arxiv.org/abs/2406.14738 #stat.ME #math.NA #math.ST #stat.TH #cs.NA

Consistent community detection in multi-layer networks with heterogeneous differential privacy https://arxiv.org/abs/2406.14772 #stat.ME #cs.CR #cs.SI

On the estimation rate of Bayesian PINN for inverse problems https://arxiv.org/abs/2406.14808 #math.ST #stat.ME #stat.ML #stat.TH #cs.LG

Frank copula is minimum information copula under fixed Kendall's $\tau$ https://arxiv.org/abs/2406.14814 #stat.ME

Bayesian neural networks for predicting uncertainty in full-field material response https://arxiv.org/abs/2406.14838 #cond-mat.mtrl-sci #stat.ML #stat.AP #cs.LG

Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference https://arxiv.org/abs/2406.14904 #stat.ME #stat.ML #cs.LG

Sharp detection of low-dimensional structure in probability measures via dimensional logarithmic Sobolev inequalities https://arxiv.org/abs/2406.13036 #stat.ML #math.PR #math.ST #stat.CO #stat.TH #cs.LG

Distance Covariance, Independence, and Pairwise Differences https://arxiv.org/abs/2406.13052 #stat.ME

Nonparametric Motion Control in Functional Connectivity Studies in Children with Autism Spectrum Disorder https://arxiv.org/abs/2406.13111 #stat.ME

von Mises Quasi-Processes for Bayesian Circular Regression https://arxiv.org/abs/2406.13151 #stat.ML #stat.CO #cs.LG

Conditional score-based diffusion models for solving inverse problems in mechanics https://arxiv.org/abs/2406.13154 #stat.ML #cs.AI #cs.LG

Representation Transfer Learning for Semiparametric Regression https://arxiv.org/abs/2406.13197 #stat.ME

A finite-infinite shared atoms nested model for the Bayesian analysis of large grouped data https://arxiv.org/abs/2406.13310 #stat.ME #stat.AP

Coupled Input-Output Dimension Reduction: Application to Goal-oriented Bayesian Experimental Design and Global Sensitivity Analysis https://arxiv.org/abs/2406.13425 #stat.ML #math.ST #stat.TH #cs.LG

High-probability minimax lower bounds https://arxiv.org/abs/2406.13447 #math.ST #math.IT #stat.ML #stat.TH #cs.IT #cs.LG