Ramsay, J.O., Silverman, B.W. 　著

内容

目次

Contents: Introduction; Notation and techniques; Smoothing; Roughnesspenalty smoothing; The registration and display of functional data; Principalcomponents analysis for functional data; Regularized principal componentsanalysis; PCA of mixed data; An overview of the functional linear model;Functional analysis of variance; Multivariate response and functional linearmodel; Functional response and functional linear model; Canonical correlationAnalysis; Using derivatives in functional data analysis; The roughnesspenalty: A more general view; Principal differential analysis.