• RecordNumber
    3973
  • Author

    Al Zaim, Yasser

  • Crop_Body
    Yasser Al Zaim, and Mohammad Reza Faridrohani
  • Title of Article

    Random Projection-Based Anderson-Darling Test for Random Fields

  • Title Of Journal
    JIRSS
  • Publication Year
    2021
  • Volum
    20
  • Issue Number
    2
  • Page
    1-28
  • Keywords
    Goodness of FitTests , MultipleTesting , One-dimensionalRandomProjection , Random Field
  • Abstract
    In this paper, we present the Anderson-Darling (AD) and Kolmogorov- Smirnov (KS) goodness of fit statistics for stationary and non-stationary random fields. Namely, we adopt an easy-to-apply method based on a random projection of a Hilbertvalued random field onto the real lineR, and then, applying the well-knownADand KS goodness of fit tests. We conclude this paper by studying the behavior of the proposed approach in the wide range of simulation studies and in a case study of autistic and healthy individuals.
    • Link To Document
    https://math.iranlibs.ir/dl/search/default.aspx?Term=3973&Field=0&DTC=14