References
- Abramowitz , M. and Stegun , I. 1965 . Handbook of Mathematical Functions , Washington, , DC : U.S. Government Printing Office .
- Cai , T. and Hall , P. 2006 . “Prediction in Functional Linear Regression,” . The Annals of Statistics , 34 : 2159 – 2179 .
- Donoho , D. L. 1995 . “Nonlinear Solution of Linear Inverse Problems by Wavelet-Vaguelette Decomposition,” . Applied and Computational Harmonic Analysis , 2 : 101 – 126 .
- Ferraty , F. and Vieu , P. 2006 . Nonparametric Functional Data Analysis: Methods, Theory, Applications and Implementations , New York : Springer .
- Hall , P. and Horowitz , J. L. 2007 . “Methodology and Convergence Rates for Functional Linear Regression,” . Annals of Statistics , 35 : 70 – 91 .
- Jolliffe , I. T. 1982 . “A Note on the Use of Principal Components in Regression,” . Applied Statistics , 31 : 300 – 303 .
- Koltchinskii , V. and Yuan , M. 2010 . “Sparsity in Multiple Kernel Learning,” . The Annals of Statistics , 36 : 3660 – 3695 .
- Mendelson , S. 2002 . “Geometric Parameters of Kernel Machines,” . In COLT 2002. Lecture Notes in Artificial Intelligence (Vol. 2375) , 29 – 43 . Berlin : Springer .
- Ramsay , J. O. , Hooker , G. and Graves , S. 2009 . Functional Data Analysis With R and MATLAB , New York : Springer .
- Ramsay , J. O. and Silverman , B. W. 2002 . Applied Functional Data Analysis , New York : Springer .
- Ramsay , J. O. and Silverman , B. W. 2005 . Functional Data Analysis (2nd ed.) , New York : Springer .
- Tsybakov , A. 2009 . Introduction to Nonparametric Estimation , New York : Springer .
- Wahba , G. 1990 . Spline Models for Observational Data , Philadelphia : SIAM .
- Yao , F. , Müller , H. and Wang , J. 2005 . “Functional Linear Regression Analysis for Longitudinal Data,” . The Annals of Statistics , 33 : 2873 – 2903 .
- Yuan , M. and Cai , T. T. 2010 . “A Reproducing Kernel Hilbert Space Approach to Functional Linear Regression,” . The Annals of Statistics , 38 : 3412 – 3444 .