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Partial least-squares regression: a tutorial

1986; Elsevier BV; Volume: 185; Linguagem: Inglês

10.1016/0003-2670(86)80028-9

1873-4324

Paul Geladi, Bruce R. Kowalski,

Control Systems and Identification

A tutorial on the partial least-squares (PLS) regression method is provided. Weak points in some other regression methods are outlined and PLS is developed as a remedy for those weaknesses. An algorithm for a predictive PLS and some practical hints for its use are given.