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Examples of Covariance Functions
1995We 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).
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A class of covariate-dependent spatiotemporal covariance functions.
The annals of applied statisticsIn 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
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A Dynamic Time Warping based covariance function for Gaussian Processes signature identification
Computational Geosciences, 2016Katherine L. Silversides, A. Melkumyan
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Modeling nonstationary covariance function with convolution on sphere
Computational Statistics & Data Analysis, 2016Yang Li, Zhengyuan Zhu
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Integrative oncology: Addressing the global challenges of cancer prevention and treatment
Ca-A Cancer Journal for Clinicians, 2022Jun J Mao,, Msce +2 more
exaly
Variogram and Covariance Function
1995The 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.
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IEEE International Conference on Acoustics, Speech, and Signal Processing, 2015
S. M. Golan, S. Gannot
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S. M. Golan, S. Gannot
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IEEE International Conference on Acoustics, Speech, and Signal Processing, 2012
P. Borgnat, P. Abry, P. Flandrin
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P. Borgnat, P. Abry, P. Flandrin
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Nonparametric Estimation of Spatial and Space-Time Covariance Function
, 2013Inkyung Choi, Bo Li, Xiao Wang
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