Random Surface Covariance Estimation by Shifted Partial Tracing

DOI10.1080/01621459.2022.2061982arXiv1912.12870OpenAlexW3209023500MaRDI QIDQ6144770

Victor M. Panaretos, Tomas Masak

Publication date: 8 January 2024

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1912.12870

zbMATH Keywords

separabilitynonparametric modelFDAbandedness

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Tests for separability in nonparametric covariance operators of random surfaces
• From sparse to dense functional data and beyond
• Applied functional data analysis. Methods and case studies
• A test for separability in covariance operators of random surfaces
• Functional data analysis.
• A sufficient condition for the CLT in the space of nuclear operators -- application to covariance of random functions
• Nonseparable, Stationary Covariance Functions for Space–Time Data
• A test of weak separability for multi-way functional data, with application to brain connectivity studies
• Modeling Repeated Functional Observations
• Theoretical Foundations of Functional Data Analysis, with an Introduction to Linear Operators
• Modelling Function-Valued Stochastic Processes, with Applications to Fertility Dynamics
• OUP accepted manuscript
• Functional Data Analysis for Sparse Longitudinal Data