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ICV (version 1.0)

C_ICV: The ICV rescaling constant.

Description

Computing the ICV rescaling constant defined by expression (3) of Savchuk, Hart, and Sheather (2010).

Usage

C_ICV(alpha, sigma)

Arguments

alpha
first parameter of the selection kernel,
sigma
second parameter of the selection kernel.

Value

The ICV rescaling constant $C$.

Details

Calculation of the ICV rescaling constant $C$ defined by (3) in Savchuk, Hart, and Sheather (2010). The constant is a function of the parameters $(\alpha,\sigma)$ of the selection kernel L_ICV defined by expression (4) in the same article. The Gaussian kernel is to be used for computing the ultimate density estimate.

References

Savchuk, O.Y., Hart, J.D., Sheather, S.J. (2010). Indirect cross-validation for density estimation. Journal of the American Statistical Association, 105(489), 415-423.

See Also

ICV, h_ICV, L_ICV, MISE_mixnorm, KDE_ICV, LocICV.

Examples

Run this code
# ICV rescaling constant for the selection kernel with (alpha,sigma)=(2.42,5.06).
C_ICV(2.42,5.06)

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