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Linear Regression and Simple Kriging

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Abstract

Linear regression is presented in the case of two variables and then extended to the multivariate case. Simple kriging is a transposition of multiple regression in a spatial context. The algebraic problems generated by missing values in the multivariate case serve as a motivation for introducing a covariance function in the spatial case.

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© 1998 Springer-Verlag Berlin Heidelberg

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Wackernagel, H. (1998). Linear Regression and Simple Kriging. In: Multivariate Geostatistics. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-03550-4_3

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  • DOI: https://doi.org/10.1007/978-3-662-03550-4_3

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-03552-8

  • Online ISBN: 978-3-662-03550-4

  • eBook Packages: Springer Book Archive

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