arXiv Statistics @arxiv_stats@qoto.org

Individualized Dynamic Mediation Analysis Using Latent Factor Models https://arxiv.org/abs/2405.17591 #stat.ME

Structured Partial Stochasticity in Bayesian Neural Networks https://arxiv.org/abs/2405.17666 #stat.ML #cs.LG

Towards the use of multiple ROIs for radiomics-based survival modelling: finding a strategy of aggregating lesions https://arxiv.org/abs/2405.17668 #stat.AP

Bayesian Nonparametrics for Principal Stratification with Continuous Post-Treatment Variables https://arxiv.org/abs/2405.17669 #stat.ME #math.ST #stat.TH

ZIKQ: An innovative centile chart method for utilizing natural history data in rare disease clinical development https://arxiv.org/abs/2405.17684 #stat.ME #stat.AP

Tamed Langevin sampling under weaker conditions https://arxiv.org/abs/2405.17693 #stat.ML #math.NA #math.OC #math.PR #cs.LG #cs.NA

The Multiplex $p_2$ Model: Mixed-Effects Modeling for Multiplex Social Networks https://arxiv.org/abs/2405.17707 #stat.ME #stat.AP

Factor Augmented Matrix Regression https://arxiv.org/abs/2405.17744 #stat.ME

Entry-Wise Eigenvector Analysis and Improved Rates for Topic Modeling on Short Documents https://arxiv.org/abs/2405.17806 #math.ST #stat.TH

Analyzing the Impact of Climate Change With Major Emphasis on Pollution: A Comparative Study of ML and Statistical Models in Time Series Data https://arxiv.org/abs/2405.15835 #stat.AP #stat.ML #cs.AI

Data-adaptive exposure thresholds for the Horvitz-Thompson estimator of the Average Treatment Effect in experiments with network interference https://arxiv.org/abs/2405.15887 #stat.ME

Multicalibration for Censored Survival Data: Towards Universal Adaptability in Predictive Modeling https://arxiv.org/abs/2405.15948 #stat.ME #stat.AP

A Systematic Bias of Machine Learning Regression Models and Its Correction: an Application to Imaging-based Brain Age Prediction https://arxiv.org/abs/2405.15950 #stat.ML #stat.ME #cs.LG

Theoretical guarantees for lifted samplers https://arxiv.org/abs/2405.15952 #stat.CO #math.ST #stat.TH

Sensitivity Analysis for Attributable Effects in Case$^2$ Studies https://arxiv.org/abs/2405.16046 #stat.ME #stat.AP

Federated Learning for Non-factorizable Models using Deep Generative Prior Approximations https://arxiv.org/abs/2405.16055 #stat.ML #stat.CO #stat.ME #cs.LG

Estimating the normal-inverse-Wishart distribution https://arxiv.org/abs/2405.16088 #math.ST #stat.ML #stat.TH #cs.LG

On the PM2.5 -- Mortality Relationship: A Bayesian Dynamic Model for Spatio-Temporal Confounding https://arxiv.org/abs/2405.16106 #stat.ME #stat.AP

Inference for Optimal Linear Treatment Regimes in Personalized Decision-making https://arxiv.org/abs/2405.16161 #stat.ME

Approximation of the Gompertz function with a multilogistic function https://arxiv.org/abs/2405.12984 #math.ST #stat.TH