arXiv Statistics @arxiv_stats@qoto.org

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

Dimension-independent Markov chain Monte Carlo on the sphere. (arXiv:2112.12185v1 [math.ST]) http://arxiv.org/abs/2112.12185

Bayesian Nested Latent Class Models for Cause-of-Death Assignment using Verbal Autopsies Across Multiple Domains. (arXiv:2112.12186v1 [stat.ME]) http://arxiv.org/abs/2112.12186

Surrogate Likelihoods for Variational Annealed Importance Sampling. (arXiv:2112.12194v1 [stat.ML]) http://arxiv.org/abs/2112.12194

Compelling new electrocardiographic markers for automatic diagnosis. (arXiv:2112.12196v1 [physics.med-ph]) http://arxiv.org/abs/2112.12196

A family of consistent normally distributed tests for Poissonity. (arXiv:2112.12201v1 [math.ST]) http://arxiv.org/abs/2112.12201

Assessment of biomarkers for carotenoids, tocopherols, retinol, vitamin B12 and folate in the Hispanic Community Health Study/Study of Latinos. (arXiv:2112.12207v1 [stat.AP]) http://arxiv.org/abs/2112.12207

Density Regression with Bayesian Additive Regression Trees. (arXiv:2112.12259v1 [stat.ME]) http://arxiv.org/abs/2112.12259

Crash Data Augmentation Using Conditional Generative Adversarial Networks (CGAN) for Improving Safety Performance Functions. (arXiv:2112.12263v1 [cs.LG]) http://arxiv.org/abs/2112.12263

Algorithmic Probability of Large Datasets and the Simplicity Bubble Problem in Machine Learning. (arXiv:2112.12275v1 [cs.IT]) http://arxiv.org/abs/2112.12275

Preserving data privacy when using multi-site data to estimate individualized treatment rules. (arXiv:2112.11505v1 [stat.ME]) http://arxiv.org/abs/2112.11505

Multiple Imputation via Generative Adversarial Network for High-dimensional Blockwise Missing Value Problems. (arXiv:2112.11507v1 [cs.LG]) http://arxiv.org/abs/2112.11507

Estimating the Marginal Effect of a Continuous Exposure on an Ordinal Outcome using Data Subject to Covariate-Driven Treatment and Visit Processes. (arXiv:2112.11517v1 [stat.ME]) http://arxiv.org/abs/2112.11517