Partial least squares (PLS) is a prominent solution for dimension reduction and high-dimensional regressions. Recent prevalence of multidimensional tensor data has led to several tensor versions of ...
This is a preview. Log in through your library . Abstract We introduce the partial envelope model, which leads to a parsimonious method for multivariate linear regression when some of the predictors ...
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