arXiv Statistics @arxiv_stats@qoto.org

Alpha-Trimming: Locally Adaptive Tree Pruning for Random Forests https://arxiv.org/abs/2408.07151 #stat.ML #stat.CO #cs.LG

A comparison of methods for estimating the average treatment effect on the treated for externally controlled trials https://arxiv.org/abs/2408.07193 #stat.ME

Local linear smoothing for regression surfaces on the simplex using Dirichlet kernels https://arxiv.org/abs/2408.07209 #math.ST #stat.AP #stat.ME #stat.TH

Estimating the FDR of variable selection https://arxiv.org/abs/2408.07231 #stat.ME

Sensitivity of MCMC-based analyses to small-data removal https://arxiv.org/abs/2408.07240 #stat.ME #stat.CO

Learning Multi-Index Models with Neural Networks via Mean-Field Langevin Dynamics https://arxiv.org/abs/2408.07254 #stat.ML #cs.LG

Fast Bayesian inference in a class of sparse linear mixed effects models https://arxiv.org/abs/2408.07365 #stat.ME #stat.CO

An Adaptive Importance Sampling for Locally Stable Point Processes https://arxiv.org/abs/2408.07372 #stat.ML #stat.CO #cs.LG

Posterior Covariance Structures in Gaussian Processes https://arxiv.org/abs/2408.07379 #stat.ML #math.NA #math.ST #stat.TH #cs.LG #cs.NA

Modeling of Measurement Error in Financial Returns Data https://arxiv.org/abs/2408.07405 #q-fin.CP #q-fin.ST #stat.CO

High-dimensional optimization for multi-spiked tensor PCA https://arxiv.org/abs/2408.06401 #stat.ML #math.PR #math.ST #stat.TH #cs.LG

Causal Graph Aided Causal Discovery in an Observational Aneurysmal Subarachnoid Hemorrhage Study https://arxiv.org/abs/2408.06464 #stat.ME #stat.ML

Generative Bayesian Modeling with Implicit Priors https://arxiv.org/abs/2408.06504 #stat.ME

Post-selection inference for high-dimensional mediation analysis with survival outcomes https://arxiv.org/abs/2408.06517 #stat.ME #math.ST #stat.TH

The NP-hardness of the Gromov-Wasserstein distance https://arxiv.org/abs/2408.06525 #stat.ML #cs.LG

Conformal predictive intervals in survival analysis: a re-sampling approach https://arxiv.org/abs/2408.06539 #stat.ME

Variance-Reduced Cascade Q-learning: Algorithms and Sample Complexity https://arxiv.org/abs/2408.06544 #stat.ML #eess.SY #math.OC #cs.LG #cs.SY

Double Robust high dimensional alpha test for linear factor pricing model https://arxiv.org/abs/2408.06612 #stat.ME

Quantifying uncertainty in climate projections with conformal ensembles https://arxiv.org/abs/2408.06642 #stat.AP #stat.ML

Efficient variance-based reliability sensitivity analysis for Monte Carlo methods https://arxiv.org/abs/2408.06664 #stat.CO #math.PR