Some Uniform Limit Results in Additive Regression Model
نویسندگان
چکیده
منابع مشابه
Some Uniform Limit Results in Additive Regression Model
For 0 < p < ∞, the optimal Lp rate of convergence of a nonparametric estimate of m is of order n −k 2k+d when m is assumed to be a k-times differentiable function and for p = ∞, the optimal rate is (n−1 log n) k 2k+d (see, Stone (1985)). This rate of convergence which depends on the dimension d of the covariable X becomes worse as the dimensionality of the problem increases. In the literature, ...
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ژورنال
عنوان ژورنال: Communications in Statistics - Theory and Methods
سال: 2008
ISSN: 0361-0926,1532-415X
DOI: 10.1080/03610920802065065