An empirical study of PLAD regression using the bootstrap (Q964609)
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scientific article; zbMATH DE number 5697292
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | An empirical study of PLAD regression using the bootstrap |
scientific article; zbMATH DE number 5697292 |
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An empirical study of PLAD regression using the bootstrap (English)
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22 April 2010
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An analogue of partial least squares (PLS) linear regression is considered for the least absolute deviations technique, called PLAD. The authors develop bootstrap confidence intervals for the regression coefficients and a bootstrap estimate for the prediction error. Results of simulations and applications to the analysis of near infrared spectra are presented.
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partial least absolute deviation regression
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confidence intervals
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prediction error
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0.8662608
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0.8549261
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0.85187656
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