Publications related to Multivariate statistics

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Multivariate statistics

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A Geometric Unification of Distributionally Robust Covariance Estimators: Shrinking the Spectrum by Inflating the Ambiguity Set

Random matrix methods for high-dimensional machine learning models

Spatiotemporal wildfire modeling through point processes with moderate and extreme marks

Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations

Cortical alterations after very preterm birth and the association with socio-emotional abilities from childhood to early adolescence

Comparing transferability in neural network approaches and linear models for machine-learning interaction potentials

Testing and nonlinear modelling of industrialized light-frame wooden diaphragms including optimized nailing and nonstructural sheathing

Temporal Prediction of Landslide-Generated Waves Using a Theoretical-Statistical Combined Method

Bayes-optimal Learning of Deep Random Networks of Extensive-width

Data-driven modeling of beam loss in the LHC