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Using basis expansions for estimating functional PLS regression

  • Published:2010-12 Issue:2 Volume:104 Page:289-305
  • ISSN:0169-7439
  • Container-title:Chemometrics and Intelligent Laboratory Systems
  • language:en
  • Short-container-title:Chemometrics and Intelligent Laboratory Systems

Author:

Aguilera Ana M.,Escabias Manuel,Preda Cristian,Saporta Gilbert

Publisher

Elsevier BV

Subject

Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry

Reference43 articles.

1. Forecasting with unequally spaced data by a functional principal component approach;Aguilera;Test,1999

2. Forecasting time series by functional PCA. Discussion of several weighted approaches;Aguilera;Comp. Stat.,1999

3. Prediction in functional linear regression;Cai;Ann. Stat.,2006

4. Functional linear model;Cardot;Stat. Probabil. Lett.,1999

5. Spline estimators for the functional linear model;Cardot;Stat. Sinica,2003

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