Classification Problems Based on Regression Models for Multi-Dimensional Functional Data Cover Image

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 Wołyński
Subject(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.

  • Issue Year: 16/2015
  • Issue No: 1
  • Page Range: 97-110
  • Page Count: 14
  • Language: English