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Statistical modelling of functional data

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  • Philippe C. Besse
  • Hervé Cardot
  • Robert Faivre
  • Michel Goulard

Abstract

This paper presents some statistical models and estimation procedures when the explanatory variables are functions. We put the stress on the fact that regularization techniques are needed in order to get stable and reliable estimations. Then, an application in remote sensing in presented. It shows the potential of these kind of models to handle real life problems. Copyright © 2005 John Wiley & Sons, Ltd.

Suggested Citation

  • Philippe C. Besse & Hervé Cardot & Robert Faivre & Michel Goulard, 2005. "Statistical modelling of functional data," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 21(2), pages 165-173, March.
    • Handle: RePEc:wly:apsmbi:v:21:y:2005:i:2:p:165-173
    DOI: 10.1002/asmb.539
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