Partial Least Squares Regression for Recursive System Identification

@inproceedings{JoePartialLS,
  title={Partial Least Squares Regression for Recursive System Identification},
  author={Susan Joe}
}
Industrial processes usually involve a large number of variables, many of which vary in a correlated manner. To identify a p e s s model which has correlated variables, an ordinary least squares approach demonstrates ill-conditioned problem and the resulting model is sensitive to changes in sampled data. In this paper, a recursive partial least squares (PLS… CONTINUE READING