PLS classification on functional data (Q964600)
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scientific article; zbMATH DE number 5697287
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | PLS classification on functional data |
scientific article; zbMATH DE number 5697287 |
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PLS classification on functional data (English)
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22 April 2010
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Linear discriminant analysis (LDA) is considered when the predictor is of functional type (\(L_2\) stochastic process). The partial least squares (PLS) approach is used for dimension reduction before LDA. Estimates of the discriminant coefficient functions and discriminant scores are proposed. Results of simulations and applications to kneading data are presented.
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linear discriminant analysis
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partial linear regression
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stochastic processes
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