arXiv Statistics @arxiv_stats@qoto.org

Bias-Reduced Estimation of Structural Equation Models https://arxiv.org/abs/2509.25419 #stat.ME #stat.CO

Moment tensors of Dirichlet distributions and learning Latent Dirichlet Allocation https://arxiv.org/abs/2509.25441 #math.ST #stat.TH

Neural Optimal Transport Meets Multivariate Conformal Prediction https://arxiv.org/abs/2509.25444 #stat.ML #cs.LG

Fair Classification by Direct Intervention on Operating Characteristics https://arxiv.org/abs/2509.25481 #stat.ML #cs.LG

One-shot Conditional Sampling: MMD meets Nearest Neighbors https://arxiv.org/abs/2509.25507 #stat.ML #math.ST #stat.ME #stat.TH #cs.LG

Joint Adaptive Penalty for Unbalanced Mediation Pathways https://arxiv.org/abs/2509.25527 #stat.ME

Optimal Nuisance Function Tuning for Estimating a Doubly Robust Functional under Proportional Asymptotics https://arxiv.org/abs/2509.25536 #math.ST #stat.ME #stat.ML #stat.TH

Evaluating treatment effects on longitudinal outcomes with attrition due to death: Methods for a two-dimentional estimand with a case study in Quality of Life https://arxiv.org/abs/2509.25548 #stat.ME #stat.AP

Conservative Decisions with Risk Scores https://arxiv.org/abs/2509.25588 #stat.ML #stat.ME #cs.LG

A direct approach for full-field state-parameter estimation from fusion of noncollocated multi-rate sensor data using UKF-based algorithms https://arxiv.org/abs/2509.19511 #stat.OT

Stochastic Path Planning in Correlated Obstacle Fields https://arxiv.org/abs/2509.19559 #stat.ML #stat.CO #cs.LG

MAGIC: Multi-task Gaussian process for joint imputation and classification in healthcare time series https://arxiv.org/abs/2509.19577 #stat.ML #cs.LG

Quality-Ensured In-Situ Process Monitoring with Deep Canonical Correlation Analysis https://arxiv.org/abs/2509.19652 #stat.AP

Kernel Model Validation: How To Do It, And Why You Should Care https://arxiv.org/abs/2509.15244 #stat.ME #stat.ML #cs.LG

A Latent Principal Stratification Method to Address One-Sided Cluster and Individual Noncompliance in Cluster RCTs https://arxiv.org/abs/2509.15280 #stat.AP #stat.ME

On the convergence rate in the central limit theorem for linearly extended negative quadrant dependent random variables and its applications https://arxiv.org/abs/2509.15353 #math.ST #stat.TH

Bayesian Mixture Models for Heterogeneous Extremes https://arxiv.org/abs/2509.15359 #stat.ME

KoMbine: Propagating Statistical and Systematic Errors to Kaplan--Meier Curves https://arxiv.org/abs/2509.15371 #q-bio.QM #stat.ME

A Single Index Approach to Integrated Species Distribution Modeling for Fisheries Abundance Data https://arxiv.org/abs/2509.15379 #stat.AP

Joint Learning of Panel VAR models with Low Rank and Sparse Structure https://arxiv.org/abs/2509.15402 #stat.ME