Large-scale correlation screening under dependence for brain functional connectivity network inference

DOI10.1007/s11222-024-10411-xzbMATH Open1539.62024MaRDI QIDQ6547757

Hanâ Lbath, Alexander M. Petersen, Sophie Achard

Publication date: 31 May 2024

Published in: Statistics and Computing (Search for Journal in Brave)

zbMATH Keywords

network inferencebrain functional connectivitycorrelation screeningcorrelation thresholdrs-fMRI

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Measures of association (correlation, canonical correlation, etc.) (62H20) Biomedical imaging and signal processing (92C55)

Cites Work

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• Multiple testing and error control in Gaussian graphical model selection
• Large-Scale Correlation Screening
• On the correlation between correlations
• Sure Independence Screening for Ultrahigh Dimensional Feature Space
• Wasserstein covariance for multiple random densities
• Some Concepts of Dependence
• Rectangular Confidence Regions for the Means of Multivariate Normal Distributions
• Interval Estimation for the Correlation Coefficient

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