Supervised functional principal component analysis

Functional Data Analysis for Sparse Longitudinal Data

Fang Yao, Hans‐Georg Müller, Jane-Ling Wang · Journal of the American Statistical Association · 2005 · 1.6K citations

Public Health, Biostatistics, Functional Assessment +13

Functional Data Analysis, 2nd Edn

J. O. Ramsay, B. W. Silverman · 2005 · 1K citations

Computing, Data Science, Data Visualization +9

Prediction by Supervised Principal Components

Eric Bair, Trevor Hastie, Debashis Paul et al. · Journal of the American Statistical Association · 2006 · 830 citations

Public Health, Bioinformatics, Biostatistics +14

Generalized functional linear models

Hans‐Georg Müller, Ulrich Stadtmüller · The Annals of Statistics · 2005 · 591 citations · Full text

Business, Biostatistics, Statistical Modeling +16

Smoothed functional principal components analysis by choice of norm

Bernard W. Silverman · The Annals of Statistics · 1996 · 369 citations

Natural Sciences, Mechanical Engineering, Applied Mechanics +11