Nonparametric Regression with Singular D
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Zhan-Qian Lu
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Article
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1999
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Elsevier Science
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English
β 218 KB
Theories of nonparametric regression are usually based on the assumption that the design density exists. However, in some applications such as those involving high-dimensional or chaotic time series data, the design measure may be singular and may be likely to have a fractal (nonintegral) dimension.