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Efficient prediction for linear and nonlinear autoregressive models
Empirical likelihood Owen estimator weighted density estimator kernel smoothed empirical process functional central limit theorem
2010/4/27
Conditional expectations given past observations in stationary
time series are usually estimated directly by kernel estimators, or by
plugging in kernel estimators for transition densities. We show ...
Nonlinear functional models for functional responses in reproducing kernel Hilbert spaces
Functional regression models Representer theorem Reproducing kernel Hilbertspace Generalized cross-validation Kernel estimate
2010/4/26
An extension of reproducing kernel Hilbert space (RKHS) theory provides a new
framework for modeling functional regression models with functional responses. The approach
only presumes a general nonl...