Lasso Regression Based on Empirical Mode Decomposition

DOI10.1080/03610918.2013.826361zbMath1342.62122OpenAlexW2032871006MaRDI QIDQ3178535

Shuangge Ma, Lei Qin, Jung-Chen Lin, Ben-Chang Shia

Publication date: 14 July 2016

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2013.826361

zbMATH Keywords

EMDLassotime-frequency structure relationshiptwo-variable model

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Ridge regression; shrinkage estimators (Lasso) (62J07)

Related Items (1)

Improving accuracy models using elastic net regression approach based on empirical mode decomposition

Cites Work

• The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis
• Applications of Hilbert–Huang transform to non‐stationary financial time series analysis

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