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More general roughness penalties

  • J. O. Ramsay
  • B. W. Silverman
Chapter
  • 1k Downloads
Part of the Springer Series in Statistics book series (SSS)

Abstract

A theme central to this book has been the use of roughness penalties to incorporate smoothing, whether in the context of using discrete data to define a smooth function in Chapter 3, functional principal components analysis in Chapter 7, or imposing regularity on estimated regression functions in Chapter 10 or on canonical variate weight functions in Chapter 12.

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Copyright information

© Springer Science+Business Media New York 1997

Authors and Affiliations

  • J. O. Ramsay
    • 1
  • B. W. Silverman
    • 2
  1. 1.Department of PsychologyMcGill UniversityMontrealCanada
  2. 2.Department of MathematicsUniversity of BristolBristolUK

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