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Functional Data Analysis.

Functional Data Analysis.

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  • ISBN:9780387400808
  • Editorial: Springer Verlag
  • Fecha de la edición:
  • Número de la edición: 2
  • Encuadernación:
  • Dimensiones: 0 cm x 0 cm
  • Nº Pág.:436
  • Idiomas:Ingles,Inglés

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Scientists today collect samples of curves and other functional observations. This monograph presents many ideas and techniques for such data. Included are expressions in the functional domain of such classics as linear regression, principal components analysis, linear modeling, and canonical correlation analysis, as well as specifically functional techniques such as curve registration and principal differential analysis. The book presents novel statistical technology while keeping the mathematical level widely accessible. It is designed to appeal to students, to applied data analysts, and to experienced researchers; it will have value both within statistics and across a broad spectrum of other fields.

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