Classification Problems Based on Regression Models for Multi-Dimensional Functional Data
Classification Problems Based on Regression Models for Multi-Dimensional Functional Data
Author(s): Tomasz Górecki, Mirosław Krzyśko, Waldemar WołyńskiSubject(s): Economy
Published by: Główny Urząd Statystyczny
Keywords: multivariate functional data;functional data analysis;multivariate functional regression;classification
Summary/Abstract: Data in the form of a continuous vector function on a given interval are referred to as multivariate functional data. These data are treated as realizations of multivariate random processes. We use multivariate functional regression techniques for the classification of multivariate functional data. The approaches discussed are illustrated with an application to two real data sets.
Journal: Statistics in Transition. New Series
- Issue Year: 16/2015
- Issue No: 1
- Page Range: 97-110
- Page Count: 14
- Language: English