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On the Estimation of Anisotropic Covariance Functions on Compact Two-Point Homogeneous Spaces

Statistics Theory 2025-07-08 v1 Methodology Statistics Theory

Abstract

In this paper, the asymptotic theory presented in (Caponera et al., 2022) for spline-type anysotropic covariance estimator on the 2-dimensional sphere is generalized to the case of connected and compact two-point homogeneous spaces.

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Cite

@article{arxiv.2507.03723,
  title  = {On the Estimation of Anisotropic Covariance Functions on Compact Two-Point Homogeneous Spaces},
  author = {Alessia Caponera},
  journal= {arXiv preprint arXiv:2507.03723},
  year   = {2025}
}