arXiv Statistics @arxiv_stats@qoto.org

Probably approximately correct high-dimensional causal effect estimation given a valid adjustment set https://arxiv.org/abs/2411.08141 #math.ST #stat.ML #stat.TH

Targeted Maximum Likelihood Estimation for Integral Projection Models in Population Ecology https://arxiv.org/abs/2411.08150 #stat.ME #stat.AP #stat.ML

MSTest: An R-Package for Testing Markov Switching Models https://arxiv.org/abs/2411.08188 #stat.ME #econ.EM #stat.CO

What Representational Similarity Measures Imply about Decodable Information https://arxiv.org/abs/2411.08197 #stat.ML #cs.AI #cs.LG

Consistent model selection for estimating functional interactions among stochastic neurons with variable-length memory https://arxiv.org/abs/2411.08205 #stat.AP

$K$-means clustering for sparsely observed longitudinal data https://arxiv.org/abs/2411.08256 #stat.ME

Adaptive Shrinkage with a Nonparametric Bayesian Lasso https://arxiv.org/abs/2411.08262 #stat.ME

CMiNet: R package for learning the Consensus Microbiome Network https://arxiv.org/abs/2411.08309 #stat.AP #stat.CO

Optimal individualized treatment regimes for survival data with competing risks https://arxiv.org/abs/2411.08315 #stat.ME

Quantifying Knowledge Distillation Using Partial Information Decomposition https://arxiv.org/abs/2411.07483 #stat.ML #eess.IV #math.IT #cs.CV #cs.IT #cs.LG

Exogenous Randomness Empowering Random Forests https://arxiv.org/abs/2411.07554 #stat.ML #math.ST #stat.TH #cs.LG

Semi-supervised learning using copula-based regression and model averaging https://arxiv.org/abs/2411.07617 #stat.ME

Quasi-Bayes empirical Bayes: a sequential approach to the Poisson compound decision problem https://arxiv.org/abs/2411.07651 #stat.ME #stat.ML

Testing LRD in the spectral domain for functional time series in manifolds https://arxiv.org/abs/2411.07731 #math.ST #stat.TH

Layered Hill esimator for extreme data in clusters https://arxiv.org/abs/2411.05808 #math.ST #math.PR #stat.TH

Simulation Studies For Goodness-of-Fit and Two-Sample Methods For Univariate Data https://arxiv.org/abs/2411.05839 #stat.ME #hep-ex

A Fundamental Accuracy--Robustness Trade-off in Regression and Classification https://arxiv.org/abs/2411.05853 #stat.ML #cs.LG

Compactly-supported nonstationary kernels for computing exact Gaussian processes on big data https://arxiv.org/abs/2411.05869 #stat.ML #stat.AP #stat.CO #stat.ME #cs.LG

A Pole-Based Approach to Interpret Electromechanical Impedance Measurements in Structural Health Monitoring https://arxiv.org/abs/2411.05871 #stat.AP #math.DS

Sequential Monte Carlo with active subspaces https://arxiv.org/abs/2411.05935 #stat.CO