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Nonparametric Kernel Density Estimation and Its Computational Aspects|Artur Gramacki

Nonparametric Kernel Density Estimation and Its Computational Aspects

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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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