In statistics, the Matérn covariance, also called the Matérn kernel, is a covariance function used in spatial statistics, geostatistics, machine learning...
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is a stationary covariance function with smooth sample paths. The Matérn covariance function and rational quadratic covariance function are two parametric...
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Basis Functions were developed thereafter. Some methods are the RBF-FD method, the RBF-QR method and the RBF-PUM method. Matérn covariance function Radial...
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Bertil Matérn (18 May 1917 – 6 November 2007) was a Swedish statistician. The Matérn covariance function is named after him. Bertil Matérn was born on...
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equation Matched filter Matching pursuit Matching (statistics) Matérn covariance function Mathematica – software Mathematical biology Mathematical modelling...
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Gaussian process (section Covariance functions)
{\displaystyle \sigma ^{2}} is a scaling parameter. Examples are the Matérn class covariance functions. If this scaling parameter σ 2 {\displaystyle \sigma ^{2}}...
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approach based on the equivalence between Gaussian processes with Matern covariance function and stochastic PDEs, periodic embedding, and Nearest Neighbour...
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"Spatial prediction of soil properties using EBLUP with the Matérn covariance function". Geoderma. 140 (4): 324–336. Bibcode:2007Geode.140..324M. doi:10...
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mean function and C {\displaystyle C} is the covariance function. Popular mean functions are low order polynomials and a popular covariance function is...
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the Matérn covariance function of smoothness 3 / 2 {\displaystyle 3/2} and correlation length ρ = 1 / 5 {\displaystyle \rho =1/5} . This covariance function...
18 KB (2,555 words) - 04:15, 2 November 2024