Principal components analysis of sampled functions
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DOI: 10.1007/BF02293986
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- J. Ramsay, 1982. "When the data are functions," Psychometrika, Springer;The Psychometric Society, vol. 47(4), pages 379-396, December.
- Ledyard Tucker, 1958. "Determination of parameters of a functional relation by factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 23(1), pages 19-23, March.
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Keywords
reproducing kernel; Hilbert space of functions; spline functions; Green's functions; interpolation; smoothing;All these keywords.
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