Differences and derivatives in kernel estimation |
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| Authors: | M C Jones |
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| Institution: | (1) Department of Statistics, The Open University, Walton Hall, MK7 6AA Milton Keynes, U.K. |
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| Abstract: | Estimators of derivatives of a density function based on differences of the empirical distribution function (Maltz 1974) are
identified as derivatives of kernel density estimators using particular kernel functions. Properties of this family of kernels
are investigated. |
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| Keywords: | Convolutions of uniforms density estimation kernel smoothing optimal kernels |
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