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- W2759721677 abstract "In this paper, we show that empirical successes of Student distribution and of Matern’s covariance models can be indirectly explained by a natural requirement of scale invariance – that fundamental laws should not depend on the choice of physical units. Namely, while neither the Student distributions nor Matern’s covariance models are themselves scale-invariant, they are the only one which can be obtained by applying a scale-invariant combination function to scale-invariant functions." @default.
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- W2759721677 date "2017-12-20" @default.
- W2759721677 modified "2023-09-25" @default.
- W2759721677 title "Why Student Distributions? Why Matern’s Covariance Model? A Symmetry-Based Explanation" @default.
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- W2759721677 doi "https://doi.org/10.1007/978-3-319-73150-6_21" @default.
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