cvimpute.by.mean: Imputation by the mean of the two adjacent values

In EMD: Empirical Mode Decomposition and Hilbert Spectral Analysis

Description

This function performs imputation by the mean of the two adjacent values for test dataset of cross-validation.

Usage

cvimpute.by.mean(y, impute.index)

Arguments

y	observation
impute.index	test dataset index for cross-validation

Details

This function performs imputation by the mean of the two adjacent values for test dataset of cross-validation. See Kim et al. (2012) for detalis.

Value

yimpute

imputed values by the mean of the two adjacent values

References

Kim, D., Kim, K.-O. and Oh, H.-S. (2012) Extending the Scope of Empirical Mode Decomposition using Smoothing. EURASIP Journal on Advances in Signal Processing, 2012:168, doi: 10.1186/1687-6180-2012-168.

See Also

cvtype, semd.

EMD documentation built on Jan. 4, 2022, 1:08 a.m.