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Nonparametric Kernel Density Estimation and Its Computational Aspects
Overview
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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Details
- ISBN-13: 9783319890944
- ISBN-10: 3319890948
- Publisher: Springer
- Publish Date: June 2019
- Dimensions: 9.21 x 6.14 x 0.44 inches
- Shipping Weight: 0.66 pounds
- Page Count: 176
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