Lasserre, Jean-Bernard,

The Christoffel-Darboux kernel for data analysis / Jean Bernard Lasserre, Edouard Pauwels, Mihai Putinar. - USA Cambridge University Press 2022 - pages cm. - Cambridge monographs on applied and computational mathematics ; .

Includes bibliographical references and index.

Foreword / by Francis Bach -- Positive-definite kernels and moment problems -- Univariate Christoffel-Darboux analysis -- Multivariate Christoffel-Darboux analysis -- Singular supports -- Empirical Christoffel-Darboux analysis -- Applications and occurrences in data analysis -- Further applications -- Transforms of Christoffel-Darboux kernels -- Spectral characterization and extensions of the Christoffel function.

9781108838061


Christoffel-Darboux formula.
Kernel functions.
Mathematical statistics.
Quantitative research
COMPUTERS / General

515.5 / LAS.C