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This book presents the latest research on the statistical analysis of functional, high-dimensional and other complex data, addressing methodological and computa

This volume collects latest methodological and applied contributions on functional, high-dimensional and other complex data, related statistical models and tool

This book presents recently developed statistical methods and theory required for the application of the tools of functional data analysis to problems arising i

New technologies allow us to handle increasingly large datasets, while monitoring devices are becoming ever more sophisticated. This high-tech progress produces

Included here are expressions in the functional domain of such classics as linear regression, principal components analysis, linear modelling, and canonical cor