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On the Study of Multiwavelet Deconvolution Density Estimators

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In this paper, multiwavelet deconvolution density estimators are presented by a linear multiwavelet expansion and a nonlinear multiwavelet expansion, respectively. Moreover, the unbiased estimation is shown, and asymptotic normality is… Click to show full abstract

In this paper, multiwavelet deconvolution density estimators are presented by a linear multiwavelet expansion and a nonlinear multiwavelet expansion, respectively. Moreover, the unbiased estimation is shown, and asymptotic normality is discussed for the multiwavelet deconvolution density estimators. Finally, a numerical example is given for our discussion.

Keywords: deconvolution density; multiwavelet deconvolution; density estimators

Journal Title: Mathematical Problems in Engineering
Year Published: 2020

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