• Partial Least Square (PLS) Analysis: Most Favorite Tool in Chemometrics to Build a Calibration Model

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      Permanent link:
      https://www.ias.ac.in/article/fulltext/reso/026/03/0429-0442

    • Keywords

       

      Analytical chemistry, partial least square analysis, PLS, chemometrics, calibration, cross-validation.

    • Abstract

       

      Partial least square (PLS) analysis is the most favourite tool in chemometrics to develop calibration models. PLS technique allows us to decipher even the complex systems by analysing all the variables instead of looking at them one at a time. PLS technique not only capture the maximum variation associated with predictor (i.e. spectra) and predicted (i.e. concentration) variables but also maximises the correlation between them. The present article describes the working scheme of the PLS algorithm. It also describes important technical details that need to be considered for developing a parsimonious and robust calibration model.

    • Author Affiliations

       

      Keshav Kumar1

      1. Geisenheim University of Applied Sciences Germany
    • Dates

       
  • Resonance – Journal of Science Education | News

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