Patrimony

Quantifying uncertainty in asset management : Kernel methods and statistical fluctuations.

Concentration Inequalities, Covariance matrix estimation, Estimation de la matrice de covariance, Heavy tails, Inégalité de concentration, Kernel methods, Méthodes à noyau, Portfolio theory, Quantification d'incertitudes, Queues épaisses, Théorie du portefeuille, Uncertainty Quantification

Quantifying uncertainties in asset management: kernel methods and statistical fluctuations.

Concentration Inequalities, Covariance matrix estimation, Estimation de la matrice de covariance, Heavy tails, Inégalité de concentration, Kernel methods, Méthodes à noyau, Portfolio theory, Quantification d'incertitudes, Queues épaisses, Théorie du portefeuille, Uncertainty Quantification

Quantitative bounds for concentration-of-measure inequalities and empirical regression: the independent case.

Concentration inequalities, Consistency, Distribution-free estimates, Empirical processes, Empirical regression, Uniform deviation probability

Quantitative bounds for concentration-of-measure inequalities and empirical regression: The independent case.

Concentration inequalities, Consistency, Distribution-free estimates, Empirical processes, Empirical regression, Uniform deviation probability

Estimator Selection: a New Method with Applications to Kernel Density Estimation.

Concentration Inequalities, Estimator Selection, Kernel Density Estimation, Kernel density estimation, Minimal penalty, Oracle Inequality, Penalization Methods