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Nonparametric Kernel Density Estimation and Its Computational Aspects

Nonparametric Kernel Density Estimation and Its Computational Aspects

Paperback

Series: Studies in Big Data, Book 37

DatabasesGeneral Computers

ISBN10: 3319890948
ISBN13: 9783319890944
Publisher: Springer Nature
Published: Jun 4 2019
Pages: 176
Weight: 0.66
Height: 0.44 Width: 6.14 Depth: 9.21
Language: English
Introduction.- Nonparametric density estimation.- Kernel density estimation .- Bandwidth selectors for kernel density estimation.- FFT-based algorithms for kernel density estimation and band-width selection.- FPGA-based implementation of a bandwidth selection algorithm.- Selected applications related to kernel density estimation.- Conclusion and further research.

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