arXiv Statistics @arxiv_stats@qoto.org

Achieving interpretable machine learning by functional decomposition of black-box models into explainable predictor effects https://arxiv.org/abs/2407.18650 #stat.ML #cs.LG

Extension of W-method and A-learner for multiple binary outcomes https://arxiv.org/abs/2407.17534 #stat.ME

Robust Maximum $L_q$-Likelihood Covariance Estimation for Replicated Spatial Data https://arxiv.org/abs/2407.17592 #stat.ME #stat.CO

Semiparametric Piecewise Accelerated Failure Time Model for the Analysis of Immune-Oncology Clinical Trials https://arxiv.org/abs/2407.17658 #stat.AP #stat.ME

Causal estimands and identification of time-varying effects in non-stationary time series from N-of-1 mobile device data https://arxiv.org/abs/2407.17666 #stat.ME

Constructing Markov chains with given dependence and marginal stationary distributions https://arxiv.org/abs/2407.17682 #math.ST #stat.TH

Doubly Robust Conditional Independence Testing with Generative Neural Networks https://arxiv.org/abs/2407.17694 #stat.ME #stat.ML

Comparison of global sensitivity analysis methods for a fire spread model with a segmented characteristic https://arxiv.org/abs/2407.17718 #stat.AP

A new moment-independent uncertainty importance measure based on cumulative residual entropy for developing uncertainty reduction strategies https://arxiv.org/abs/2407.17719 #stat.AP

Multi-physics Simulation Guided Generative Diffusion Models with Applications in Fluid and Heat Dynamics https://arxiv.org/abs/2407.17720 #physics.comp-ph #stat.CO

Bayesian Spatiotemporal Wombling https://arxiv.org/abs/2407.17804 #stat.ME

Forecasting Automotive Supply Chain Disruption with Heterogeneous Time Series https://arxiv.org/abs/2407.16739 #stat.ML #cs.LG

Generalised Causal Dantzig https://arxiv.org/abs/2407.16786 #stat.ME

Estimating the hyperuniformity exponent of point processes https://arxiv.org/abs/2407.16797 #math.ST #math.PR #stat.ME #stat.TH

Real-time risk estimation for active road safety: Leveraging Waymo AV sensor data with hierarchical Bayesian extreme value models https://arxiv.org/abs/2407.16832 #stat.AP

CoCA: Cooperative Component Analysis https://arxiv.org/abs/2407.16870 #stat.ME

Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes https://arxiv.org/abs/2407.16935 #stat.ML #cs.LG

Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling https://arxiv.org/abs/2407.16936 #stat.ML #math.ST #stat.CO #stat.TH #cs.LG

Relative local dependence of bivariate copulas https://arxiv.org/abs/2407.16948 #stat.ME

Stochastic Variance-Reduced Iterative Hard Thresholding in Graph Sparsity Optimization https://arxiv.org/abs/2407.16968 #stat.ML #cs.AI #cs.LG