Consistency of Ridge Function Fields for Varying Nonparametric Regression
نویسندگان
چکیده
منابع مشابه
Consistency of Ridge Function Fields for Varying Nonparametric Regression
A nonparametric regression model proposed in [Pelletier and Frouin, Applied Optics, 2006] as a solution to the geophysical problem of ocean color remote sensing is studied. The model, called ridge function field, combines a regression estimate in the form of a superposition of ridge functions, or equivalently a neural network, with the idea pertaining to varyingcoefficients models, where the pa...
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this paper deals with ridge estimation of fuzzy nonparametric regression models using triangular fuzzy numbers. this estimation method is obtained by implementing ridge regression learning algorithm in the la- grangian dual space. the distance measure for fuzzy numbers that suggested by diamond is used and the local linear smoothing technique with the cross- validation procedure for selecting t...
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ژورنال
عنوان ژورنال: Communications in Statistics - Theory and Methods
سال: 2009
ISSN: 0361-0926,1532-415X
DOI: 10.1080/03610920802395702