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Journal of the American Statistical Association· 2016Q1

Parsimonious Tensor Response Regression

Lexin Li, Xin Zhang

Short summary

A new 'parsimonious tensor response regression' method models high-dimensional tensor data with complex structures, reducing parameters and improving interpretation by using an 'envelope method' to focus on essential information.

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Field: Computational Mathematics

Computational MathematicsMathematics