Nonparametric Regression as an Example of Model Choice
نویسندگان
چکیده
منابع مشابه
Nonparametric Regression as an Example of Model Choice
Nonparametric regression can be considered as a problem of model choice. In this paper we present the results of a simulation study in which several nonparametric regression techniques including wavelets and kernel methods are compared with respect to their behaviour on different test beds. We also include the taut-string method whose aim is not to minimize the distance of an estimator to some ...
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Nonparametric regression can be considered as a problem of model choice. In this paper we present the results of a simulation study in which several nonparametric regression techniques including wavelets and kernel methods are compared with respect to their behaviour on different test beds. We also include the taut-string method whose aim is not to minimize the distance of an estimator to some ...
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ژورنال
عنوان ژورنال: Communications in Statistics - Simulation and Computation
سال: 2008
ISSN: 0361-0918,1532-4141
DOI: 10.1080/03610910701790285