Empirical Mode Decomposition Combined with Local Linear Quantile Regression for Automatic Boundary Correction

• Main Authors: M. Jaber, Abobaker, Ismail, Mohd Tahir, M. Altaher, Alssaidi
• Format: Article
• Language: English
• Published: Hindawi Publishing Corporation 2014
• Subjects: QA1-939 Mathematics
• Online Access: http://eprints.usm.my/38950/1/Empirical_Mode_Decomposition_Combined_with_Local_Linear_Quantile_Regression_for_Automatic_Boundary_Correction.pdf; http://eprints.usm.my/38950/; http://dx.doi.org/10.1155/2014/731827

Empirical mode decomposition (EMD) is particularly useful in analyzing nonstationary and nonlinear time series. However, only partial data within boundaries are available because of the bounded support of the underlying time series. Consequently, the application of EMD to finite time series data r...