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

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.

Authors

Publication Details

Journal
ArXiv.org
Published
2025-07-04
Primary Topic
Statistical and numerical algorithms
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Alessia Caponera
ArXiv.org
Statistical and numerical algorithms
article

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

Alessia Caponera
article en

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.

ArXiv.org
Openalex Percentile: Top 58%
Statistical and numerical algorithms
Open Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

On the Estimation of Anisotropic Covariance Functions on Compact Two-Point Homogeneous Spaces — Alessia Caponera · ArXiv.org (2025) | TGRS Research Map | TGRS