Articles with "robust iteratively" as a keyword



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Robust iteratively reweighted SIMPLS

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Published in 2017 at "Journal of Chemometrics"

DOI: 10.1002/cem.2881

Abstract: Partial least squares regression is a very powerful multivariate regression technique to model multicollinear data or situation where the number of explanatory variables is larger than the sample size. Two algorithms, namely, Nonā€linear Iterative Partial… read more here.

Keywords: reweighted simpls; least squares; iteratively reweighted; robust iteratively ... See more keywords
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An Efficient Estimation and Classification Methods for High Dimensional Data Using Robust Iteratively Reweighted SIMPLS Algorithm Based on nu-Support Vector Regression

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Published in 2021 at "IEEE Access"

DOI: 10.1109/access.2021.3066172

Abstract: The statistically inspired modification of the partial least squares (SIMPLS) is the most commonly used algorithm to solve a partial least squares regression problem when the number of explanatory variables ( $p$ ) is larger… read more here.

Keywords: regression; reweighted simpls; iteratively reweighted; support vector ... See more keywords