An Approach to Application of the Least Moduli Method in Constructing Linear Models

  • Authors:

  • O. V. Babak;A. S. Gasanov;M. M. Leibovich;P. I. Stetsyuk

  • Affiliations:

  • UNESCO International Scientific and Training Center of Information Technologies and Systems, National Academy of Sciences of Ukraine and Ministry of Education and Science of Ukraine, Kiev, Ukraine;UNESCO International Scientific and Training Center of Information Technologies and Systems, National Academy of Sciences of Ukraine and Ministry of Education and Science of Ukraine, Kiev, Ukraine ...;V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kiev, Ukraine;V. M. Glushkov Institute of Cybernetics, National Academy of Sciences of Ukraine, Kiev, Ukraine stetsyuk@d120.icyb.kiev.ua

  • Venue:
  • Cybernetics and Systems Analysis
  • Year:
  • 2004

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Abstract

The problems of finding the best one-dimensional and multidimensional linear models are considered for a short selection of measurement results with a rather small number of erroneous measurements. Using an example, it is shown that the least moduli method allows one to find models more adequate to the process than the least squares method.