High dimensional data analysis: an interpoint distance approach
Auteur :
Modarres, Reza
Éditeur :
Taylor & Francis Ltd
ISBN :
9781041321941
Date de publication :
16 oct. 2026
Dimensions :
25,4 x 17,8 cm
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This book presents a rigorous and unified treatment of the analysis of high-dimensional data through the lens of distance-based methodology. It synthesizes recent advances in the field by framing them within a coherent paradigm: proximity-driven, nonparametric approaches for exploration and inference in complex multivariate spaces.