Decomposition of the mean absolute error (mae) into systematic and unsystematic components

HIGHLIGHTS

  • who: Scott M. Robeson and Cort J. Willmott from the Department of Geography, Indiana University, Bloomington, Indiana, United States of America have published the research work: Decomposition of the mean absolute error (MAE) into systematic and unsystematic components, in the Journal: PLOS ONE of 20/06/2022
  • what: The authors develop and illustrate a decomposition of MAE into three useful submeasures: bias error proportionality error and_(3) unsystematic error. For each of these three types of error-bias, proportionality, and unsystematic- the authors develop a weighting function that can be used to partition MAE into . . .

     

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