Comparison of partial least squares and lasso regression techniques as applied to laser-induced breakdown spectroscopy of geological samples

Spectrochimica Acta - Part B Atomic Spectroscopy

Volumn 70, Issue , 2012, Pages 51-67

  Dyar, M D ^a   Carmosino, M L ^a   Breves, E A ^a   Ozanne, M V ^a   Clegg, S M ^b   Wiens, R C ^b  

^a MOUNT HOLYOKE COLLEGE   (United States)

^b LOS ALAMOS NATIONAL LABORATORY   (United States)

Author keywords

ChemCam; Lasso; LIBS; Multivariate analysis; Partial least square

Indexed keywords

CHEMCAM; LASSO; LIBS; MULTI VARIATE ANALYSIS; PARTIAL LEAST SQUARE (PLS);

ATOMIC EMISSION SPECTROSCOPY; ELECTROMAGNETIC WAVE EMISSION; IGNEOUS ROCKS; MARTIAN SURFACE ANALYSIS; MATRIX ALGEBRA; MULTIVARIANT ANALYSIS; PROBES; REGRESSION ANALYSIS; SPECTROMETERS; SPECTROMETRY;

PRINCIPAL COMPONENT ANALYSIS;

EID: 84862222167     PISSN: 05848547     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sab.2012.04.011     Document Type: Article

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