arXiv Statistics @arxiv_stats@qoto.org

Causal mediation with instrumental variables. (arXiv:2112.13898v1 [stat.ME]) http://arxiv.org/abs/2112.13898

Modeling Sparse Data Using MLE with Applications to Microbiome Data. (arXiv:2112.13903v1 [stat.ME]) http://arxiv.org/abs/2112.13903

Distributionally Robust Bootstrap Optimization. (arXiv:2112.13932v1 [math.OC]) http://arxiv.org/abs/2112.13932

Improving Nonparametric Classification via Local Radial Regression with an Application to Stock Prediction. (arXiv:2112.13951v1 [stat.ML]) http://arxiv.org/abs/2112.13951

A Bayesian network model for predicting cardiovascular risk. (arXiv:2112.13963v1 [stat.AP]) http://arxiv.org/abs/2112.13963

Analysis of N-of-1 trials using Bayesian distributed lag model with autocorrelated errors. (arXiv:2112.13991v1 [stat.AP]) http://arxiv.org/abs/2112.13991

Variable Selection Using Bayesian Additive Regression Trees. (arXiv:2112.13998v1 [stat.ME]) http://arxiv.org/abs/2112.13998

DAS: A deep adaptive sampling method for solving partial differential equations. (arXiv:2112.14038v1 [math.NA]) http://arxiv.org/abs/2112.14038

Block Bootstrapping the Empirical Distance Covariance. (arXiv:2112.14091v1 [math.ST]) http://arxiv.org/abs/2112.14091

ABC of the Future. (arXiv:2112.12841v1 [stat.AP]) http://arxiv.org/abs/2112.12841

Wavelet-based estimation of power densities of size-biased data. (arXiv:2112.12895v1 [stat.ME]) http://arxiv.org/abs/2112.12895

Concave-Convex PDMP-based sampling. (arXiv:2112.12897v1 [stat.ME]) http://arxiv.org/abs/2112.12897

Monitoring Deforestation Using Multivariate Bayesian Online Changepoint Detection with Outliers. (arXiv:2112.12899v1 [stat.ME]) http://arxiv.org/abs/2112.12899

A machine learning analysis of the relationship between some underlying medical conditions and COVID-19 susceptibility. (arXiv:2112.12901v1 [cs.LG]) http://arxiv.org/abs/2112.12901

Bayesian Quantile Regression with Multiple Proxy Variables. (arXiv:2112.12904v1 [stat.ME]) http://arxiv.org/abs/2112.12904

Annealed Leap-Point Sampler for Multimodal Target Distributions. (arXiv:2112.12908v1 [stat.ME]) http://arxiv.org/abs/2112.12908

Optimal Variable Clustering for High-Dimensional Matrix Valued Data. (arXiv:2112.12909v1 [stat.ML]) http://arxiv.org/abs/2112.12909

Tractable and Near-Optimal Adversarial Algorithms for Robust Estimation in Contaminated Gaussian Models. (arXiv:2112.12919v1 [math.ST]) http://arxiv.org/abs/2112.12919

RISE: Rank in Similarity Graph Edge-Count Two-Sample Test. (arXiv:2112.12948v1 [stat.ME]) http://arxiv.org/abs/2112.12948

Simple and near-optimal algorithms for hidden stratification and multi-group learning. (arXiv:2112.12181v1 [cs.LG]) http://arxiv.org/abs/2112.12181