- statistics: [xload, yload, xscore, yscore, coef, fitted] = plsregress(X, Y, NCOMP)
Calculate partial least squares regression using SIMPLS algorithm.
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X: Matrix of observations
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Y: Is a vector or matrix of responses
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NCOMP: number of components used for modelling
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X and Y will be mean centered to improve accuracy
References
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SIMPLS: An alternative approach to partial least squares regression.
Chemometrics and Intelligent Laboratory Systems (1993)
Source Code:
plsregress