Titlebook: Nonparametric Kernel Density Estimation and Its Computational Aspects; Artur Gramacki Book 2018 Springer International Publishing AG 2018

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,FPGA-Based Implementation of a Bandwidth Selection Algorithm,cepts then being described in more detail. The final part of this chapter describes the results confirming the practical usability of FPGA chips for fast implementations of complex numerical algorithms

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Introduction,smoothing, histograms, orthogonal series, splines, frequency polygons, wavelets or the penalized likelihood. Our method of choice is kernel density estimation, given that it can be easily interpreted and is very often used in practical applications.

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Book 2018niques. A very detailed description of novel FFT-based algorithms for both KDE computations and bandwidth selection are presented..The theory of KDE appears to have matured and is now well developed and understood. However, there is not much progress observed in terms of performance improvements. Th

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