PLS with ranks and missing data

Two new ideas about PLS appeared recently: an extension to take into the account the rank order of factored groups, called PLS-ROG [1] and comparative study of missing data approaches [2].

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  1. H. Yamamoto, "PLS-ROG: Partial least squares with rank order of groups", Journal of Chemometrics, vol. 31, pp. e2883, 2017.
  2. A. Folch-Fortuny, F. Arteaga, and A. Ferrer, "PLS model building with missing data: New algorithms and a comparative study", Journal of Chemometrics, vol. 31, pp. e2897, 2017.



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