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Spectral properties of high dimensional rescaled sample correlation matrices arxiv.org/abs/2408.09173 .ST .TH

Match predictions in soccer: Machine learning vs. Poisson approaches arxiv.org/abs/2408.08331 .AP

Classification of High-dimensional Time Series in Spectral Domain using Explainable Features arxiv.org/abs/2408.08388 .ML .ME .LG

A Multivariate Multilevel Longitudinal Functional Model for Repeatedly Observed Human Movement Data arxiv.org/abs/2408.08481 .ME .AP

Unsupervised Transfer Learning via Adversarial Contrastive Training arxiv.org/abs/2408.08533 .ML .LG

Linear combinations of latents in diffusion models: interpolation and beyond arxiv.org/abs/2408.08558 .ML .LG

Spatial Principal Component Analysis and Moran Statistics for Multivariate Functional Areal Data arxiv.org/abs/2408.08630 .ME

Sampling effects on Lasso estimation of drift functions in high-dimensional diffusion processes arxiv.org/abs/2408.08638 .ST .AP .TH

A discrete-time survival model to handle interval-censored covariates arxiv.org/abs/2408.07738 .ME

A Bayesian Classification Trees Approach to Treatment Effect Variation with Noncompliance arxiv.org/abs/2408.07765 .AP .ME .ML

Ranking and Combining Latent Structured Predictive Scores without Labeled Data arxiv.org/abs/2408.07796 .ML .AP .LG

$statcheck$ is flawed by design and no valid spell checker for statistical results arxiv.org/abs/2408.07948 .CO .AP

BINDy -- Bayesian identification of nonlinear dynamics with reversible-jump Markov-chain Monte-Carlo arxiv.org/abs/2408.08062 .ML .DS .LG

Eigenvalues approximation of integral covariance operators with applications to weighted $L^2$ statistics arxiv.org/abs/2408.08064 .ST .NA .TH .NA

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