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Examples of Covariance Functions

1995
We present a few models of covariance functions. They are defined for isotropic (i.e. rotation invariant) random functions. On the graphical representations the covariance functions are plotted as variograms using the relation γ(h) = C(0) - C(h).
openaire   +1 more source

A class of covariate-dependent spatiotemporal covariance functions.

The annals of applied statistics
In geostatistics, it is common to model spatially distributed phenomena through an underlying stationary and isotropic spatial process. However, these assumptions are often untenable in practice because of the influence of local effects in the correlation structure.
Brian J, Reich   +4 more
openaire   +1 more source

Modeling nonstationary covariance function with convolution on sphere

Computational Statistics & Data Analysis, 2016
Yang Li, Zhengyuan Zhu
semanticscholar   +1 more source

Integrative oncology: Addressing the global challenges of cancer prevention and treatment

Ca-A Cancer Journal for Clinicians, 2022
Jun J Mao,, Msce   +2 more
exaly  

Variogram and Covariance Function

1995
The experimental variogram is a convenient tool for the analysis of spatial data as it is based on a simple measure of dissimilarity. Its theoretical counterpart reveals that a broad class of phenomena are adequately described by it, including phenomena of unbounded variation.
openaire   +1 more source

Output covariance functions

Proceedings of the IEEE, 1966
openaire   +1 more source

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