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stat.CO2015★ 1 cited
FFT-Based Fast Bandwidth Selector for Multivariate Kernel Density Estimation
Artur Gramacki, Jarosław Gramacki
The performance of multivariate kernel density estimation (KDE) depends strongly on the choice of bandwidth matrix. The high computational cost required for its estimation provides…
stat.CO2015★ 2 cited
FFT-Based Fast Computation of Multivariate Kernel Estimators with Unconstrained Bandwidth Matrices
Artur Gramacki, Jarosław Gramacki
The problem of fast computation of multivariate kernel density estimation (KDE) is still an open research problem. In our view, the existing solutions do not resolve this matter in…