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To cope with the inherent large data variance, we introduce a second approach which imposes Tikhonov regularization on the kernel-smoothed estimator.
This is an approach grounded in the practical, an approach which imposes upon this Court the 'duty to determine whether the statute (or ordinance) under attack, whatever its name may be, will in its practical operation work discrimination against interstate commerce.' Best & Co. v. Maxwell, 1940, 311 U.S. 454, 455456, 61 S.Ct.
Section 2 provides the background information on wavelet thresholding the multitaper spectrum, and Section 3 presents the proposed approach which imposes constraints on the Wiener filtering gain function.
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Such procedures also often result in zero tolerance approaches, which impose strict punishments for any infraction of a rule.
This method provides better prediction and coefficient estimates closer to the true values, than traditional stepwise regression approaches, which impose no regularisation.
In contrast to other approaches, which impose costs on the emitting source and spread benefits over the entire society, subsidy costs are spread over the general population and gains are offered to the land user.
The linear smoothing approach [10] that which imposes an approximation in the range of [−v0, v0], as shown in Fig. 4 (v0 is a predefined constant), is one of the commonly used approaches.
We implement an unsupervised approach in which imposed smoothness and sparseness constraints are used to automatically discriminate between percussive and harmonic signals in a NMF framework.
Under this approach, "no new UK legislation which imposes costs on business or civil society organisations can be brought in without the identification of existing regulations of an equivalent value that can be removed".
However, such an approach requires multiple testing of the same individuals, which imposes logistic constraints on comparative analyses like our present study.
13 Nevertheless, the availability of acetate and other organic substrates is not endless, which imposes a limiting factor to this approach.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com