Wavelength selection and outlier detection in reduced rank linear models
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United States of America Patent
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Feb 7, 2012
Grant Date -
Oct 1, 2009
app pub date -
Mar 27, 2009
filing date -
Mar 31, 2008
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Abstract
model comprises the k most important predictors and comparing the models using an information criterion to allow for automatic selection of a subset of the predictors. Additionally, an analytical Jacobian of the partial least squares regression vector is derived with respect to the predictor weighting to optimize the predictor weighting and select useful channels for use in the non-invasive medical device.
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