Browsing by Subject "Fourier transform"
Now showing items 1-3 of 3
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Article
Multivariate Density Estimation with General Flat-Top Kernels of Infinite Order
(1999)The problem of nonparametric estimation of a multivariate density function is addressed. In particular, a general class of estimators with favorable asymptotic performance (bias, variance, rate of convergence) is proposed. ...
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Article
Nonparametric regression with infinite order flat-top kernels
(2004)The problem of nonparametric regression is addressed, and a kernel smoothing estimator is proposed which has favorable asymptotic performance (bias, variance and mean squared error). The proposed class of kernels is ...
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Article
Testing for additivity and joint effects in multivariate nonparametric regression using Fourier and wavelet methods
(2004)We consider the problem of testing for additivity and joint effects in multivariate nonparametric regression when the data are modelled as observations of an unknown response function observed on a d-dimensional (d ≥ 2) ...