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Home  >  Transasctions of NAMP VOL2

20. The Derivation of the Efficiency of the Second Order d-dimensional Spherical Kernels by Francis O.Oyegue and Sunday M. Ogbonmwan Transactions of NAMP Volume2,(November, 2016), pp 187 – 192
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Abstract

The focus of this study is on efficiency of the second order spherical kernels. A formula for the efficiency using the epanechnikov kernel as the basis for the optimum based on the fundamentals of AsymptoticMean Integrated Squared Error (AMISE) is constructed. The resultant expression is a d-dimensional efficiency of the second order spherical kernels.

Keywords: Density estimation, spherical kernel, efficiency, Asymptotic mean integrated square error

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