arXiv Statistics @arxiv_stats@qoto.org

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

Leveraging the group structure of hypotheses for more powerful multiple testing with FDR control for the filtered rejection set https://arxiv.org/abs/2509.15444 #stat.ME #math.ST #stat.TH

A tree-based kernel for densities and its applications in clustering DNase-seq profiles https://arxiv.org/abs/2509.15480 #stat.ME #stat.AP

Efficient Estimation of Unfactorizable Systematic Uncertainties https://arxiv.org/abs/2509.15500 #stat.ME #hep-ex

Rate doubly robust estimation for weighted average treatment effects https://arxiv.org/abs/2509.14502 #stat.ME #math.ST #stat.ML #stat.TH

A Review of Statistical Methods for Handling Nonignorable Missing Data using Instrument Approach https://arxiv.org/abs/2509.14520 #stat.ME

Semiparametric Learning from Open-Set Label Shift Data https://arxiv.org/abs/2509.14522 #stat.ME #stat.ML

Randomization inference for stepped-wedge designs with noncompliance with application to a palliative care pragmatic trial https://arxiv.org/abs/2509.14598 #stat.ME #stat.AP