书目详情:
IntroductionTools for exploring functional dataFrom functional data to smooth functionsSmoothing functional data by least squaresSmoothing functional data with a roughness penaltyConstrained functionsThe registration and display of functional dataPrincipal components analysis for functional dataRegularized principal components analysisPrincipal components analysis of mixed dataCanonical correlation and discriminant analysisFunctional linear modelsModelling functional responses with multivariate covariatesFunctional responses, functional covariates and the concurrent modelFunctional linear models for scalar responsesFunctional linear models for functional responsesDerivatives and functional linear modelsDifferential equations and operatorsFitting differential equations to functional data: Principal differential analysisGreen’s functions and reproducing kernels
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