arXiv Statistics @arxiv_stats@qoto.org

Robust Bayesian Subspace Identification for Small Data Sets. (arXiv:2212.14132v1 [eess.SY]) http://arxiv.org/abs/2212.14132

Investigating Sindy As a Tool For Causal Discovery In Time Series Signals. (arXiv:2212.14133v1 [cs.LG]) http://arxiv.org/abs/2212.14133

A Data-Adaptive Prior for Bayesian Learning of Kernels in Operators. (arXiv:2212.14163v1 [stat.ML]) http://arxiv.org/abs/2212.14163

Functional Integrative Bayesian Analysis of High-dimensional Multiplatform Genomic Data. (arXiv:2212.14165v1 [stat.ME]) http://arxiv.org/abs/2212.14165

What Estimators Are Unbiased For Linear Models?. (arXiv:2212.14185v1 [econ.EM]) http://arxiv.org/abs/2212.14185

Theoretical Guarantees for Sparse Principal Component Analysis based on the Elastic Net. (arXiv:2212.14194v1 [math.ST]) http://arxiv.org/abs/2212.14194

Do Bayesian Variational Autoencoders Know What They Don't Know?. (arXiv:2212.14272v1 [stat.ML]) http://arxiv.org/abs/2212.14272

Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients. (arXiv:2212.14319v1 [stat.ML]) http://arxiv.org/abs/2212.14319

Synthetic dataset generation methodology for Recommender Systems using statistical sampling methods, a Multinomial Logit model, and a Fuzzy Inference System. (arXiv:2212.14350v1 [stat.AP]) http://arxiv.org/abs/2212.14350

Covariance-based soft clustering of functional data based on the Wasserstein-Procrustes metric. (arXiv:2212.13287v1 [stat.ME]) http://arxiv.org/abs/2212.13287

Robust distance correlation for variable screening. (arXiv:2212.13292v1 [stat.ME]) http://arxiv.org/abs/2212.13292

Bayesian indicator variable selection of multivariate response with heterogeneous sparsity for multi-trait fine mapping. (arXiv:2212.13294v1 [stat.ME]) http://arxiv.org/abs/2212.13294

Spectral and post-spectral estimators for grouped panel data models. (arXiv:2212.13324v1 [econ.EM]) http://arxiv.org/abs/2212.13324

Two-sample Behrens--Fisher problems for high-dimensional data: a normal reference F-type test. (arXiv:2212.13372v1 [math.ST]) http://arxiv.org/abs/2212.13372

On Modeling Bivariate Left Censored Data using Reversed Hazard Rates. (arXiv:2212.13383v1 [stat.ME]) http://arxiv.org/abs/2212.13383

Further Results on the Bivariate Semi-parametric Singular Family of Distributions. (arXiv:2212.13385v1 [math.ST]) http://arxiv.org/abs/2212.13385

Invisible Infections: A Partial Information Approach for Estimating the Transmission Dynamics of the Covid-19 Pandemic. (arXiv:2212.13443v1 [physics.soc-ph]) http://arxiv.org/abs/2212.13443

Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods. (arXiv:2212.13468v1 [cs.LG]) http://arxiv.org/abs/2212.13468

Estimation of stability index for symmetric {\alpha}-stable distribution using quantile conditional variance ratios. (arXiv:2212.13502v1 [stat.ME]) http://arxiv.org/abs/2212.13502

Neural Networks beyond explainability: Selective inference for sequence motifs. (arXiv:2212.12542v1 [q-bio.GN]) http://arxiv.org/abs/2212.12542