Conditional Independence Testing in Hilbert Spaces with Applications to Functional Data Analysis

DOI10.1111/rssb.12544arXiv2101.07108OpenAlexW3125755977MaRDI QIDQ6044094

Rajen D. Shah, Jonas Peters, Unnamed Author

Publication date: 17 May 2023

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.07108

zbMATH Keywords

function-on-function regressionsignificance testingfunctional graphical modeltruncated functional linear modeluniform typeI error control

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (3)

A Wavelet-Based Independence Test for Functional Data With an Application to MEG Functional Connectivity ⋮ Nonparametric conditional local independence testing ⋮ On Azadkia-Chatterjee's conditional dependence coefficient

This page was built for publication: Conditional Independence Testing in Hilbert Spaces with Applications to Functional Data Analysis