On the family of covariance functions based on arma models

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  • who: Till Schubert et al. from the Institute of Geodesy and Geoinformation, University of Bonn, Bonn, Germany have published the Article: On the Family of Covariance Functions Based on ARMA Models, in the Journal: (JOURNAL) of 13/01/2003
  • what: The authors provide conditions for the shape parameters that need to be fulfilled for positive semi-definiteness of the covariance function in higher input dimensions. In this work, these two extensions to the standard covariance models are introduced as part of the family of non-repeated and repeated poles ARMA models. Starting from the Matu00e9rn . . .

     

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