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Sparse functional partial least squares regression with a locally sparse slope function

Tianyu Guan, Zhenhua Lin, Kevin Groves, Jiguo Cao

2022Statistics and Computing14 citationsDOI

Topics & Concepts

Partial least squares regressionFunctional data analysisMathematicsChemometricsRegularization (linguistics)Applied mathematicsLeast-squares function approximationAlgorithmGeneralized least squaresFunction (biology)Mathematical optimizationComputer scienceStatisticsArtificial intelligenceMachine learningBiologyEstimatorEvolutionary biologySpectroscopy and Chemometric AnalysesStatistical Methods and InferenceGeochemistry and Geologic Mapping
Sparse functional partial least squares regression with a locally sparse slope function | Litcius