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Theory and Method

An Interpretation of Partial Least Squares

Pages 122-127 | Received 01 Jan 1992, Published online: 27 Feb 2012

References

  • Copas , J. B. 1983 . “Regression, Prediction, and Shrinkage” . Journal of the Royal Statistical Society , 45 : 311 – 354 . (with discussion), Ser. B
  • Gunst , R. F. and Mason , R. L. 1977 . “Biased Estimation in Regression: An Evaluation Using Mean Squared Error,” . Journal of the American Statistical Association , 72 : 616 – 628 .
  • Heiland , I. S. 1988 . “On the Structure of Partial Least Squares Regression,” . Communications in Statistics, Part B Simulation and Computations , 17 : 581 – 607 .
  • Heiland , I. S. 1990 . “Partial Least Squares Regression and Statistical Methods,” . Scandinavian Journal of Statistics , 17 : 97 – 114 .
  • Hoskuldsson , P. 1988 . “PLS Regression Methods,” . Journal of Chemometrics , 2 : 211 – 228 .
  • Sjostrom , M. , Wold , S. , Lindberg , W. , Persson , J.-A. and Martens , H. 1983 . “A Multivariate Calibration Problem in Analytical Chemistry Solved by Partial Least-Squares in Latent Variables,” . Analytica Chemica Acta , 150 : 61 – 70 .
  • Stone , M. and Brooks , R. J. 1990 . “Continuum Regression: Cross-Validated Sequentially Constructed Prediction Embracing Ordinary Least Squares, Partial Least Squares and Principal Components Regression” . Journal of the Royal Statistical Society , 52 : 237 – 269 . (with discussion), Ser. B
  • Webster , J. T. , Gunst , R. F. and Mason , R. L. 1974 . “Latent Root Regression Analysis,” . Technometrics , 16 : 513 – 522 .
  • Wold , S. , Ruhe , A. , Wold , H. and Dunn , W. J. 1984 . “The Collinearity Problem in Linear Regression: The Partial Least Squares (PLS) Approach to Generalized Inverses,” . SIAM Journal on Scientific and Statistical Computing , 5 : 735 – 743 .

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