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RecordNumber
3973
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Author
Al Zaim, Yasser
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Crop_Body
Yasser Al Zaim, and Mohammad Reza Faridrohani
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Title of Article
Random Projection-Based Anderson-Darling Test for Random Fields
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Title Of Journal
JIRSS
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Publication Year
2021
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Volum
20
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Issue Number
2
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Page
1-28
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Keywords
Goodness of FitTests , MultipleTesting , One-dimensionalRandomProjection , Random Field
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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.
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