A new strategy of least absolute shrinkage and selection operator coupled with sampling error profile analysis for wavelength selection

摘要

A new strategy based on sampling error profile analysis (SEPA) combined with least absolute shrinkage and selection operator (SEPA-LASSO) was proposed. LASSO has been proven to be effective for multivariate calibration with automatic variable selection for high-dimensional data.