Smoothing splines estimators for functional linear regression
نویسندگان
چکیده
منابع مشابه
Smoothing Splines Estimators for Functional Linear Regression
The paper considers functional linear regression, where scalar responses Y1, . . . , Yn are modeled in dependence of random functions X1, . . . ,Xn. We propose a smoothing splines estimator for the functional slope parameter based on a slight modification of the usual penalty. Theoretical analysis concentrates on the error in an out-ofsample prediction of the response for a new random function ...
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ژورنال
عنوان ژورنال: The Annals of Statistics
سال: 2009
ISSN: 0090-5364
DOI: 10.1214/07-aos563