Nonparametric Kernel Density Estimation and Its Computational Aspects
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portes grátis
Nonparametric Kernel Density Estimation and Its Computational Aspects
Gramacki, Artur
Springer International Publishing AG
06/2019
176
Mole
Inglês
9783319890944
15 a 20 dias
454
Descrição não disponível.
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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Nonparametric Statistics;Nonparametric Estimators;Data Smoothing;Kernel Density Estimation;KDE;Bandwidth Selection;Fast Fourier Transform;Data Binning;Field-programmable Gate Arrays
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
