Nonparametric Kernel Density Estimation and Its Computational Aspects

By Artur Gramacki

Book 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.

• Format: Paperback
• Language: English
• ISBN: 3319890948
• ISBN13: 9783319890944
• Release Date: June 2019
• Publisher: Springer
• Length: 176 Pages
• Weight: 0.66 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"