On the interpretation of inflated correlation path weights in concentration graphs

DOI10.1007/s10260-021-00587-1zbMath1477.62155OpenAlexW3200922204MaRDI QIDQ2066728

Alberto Roverato

Publication date: 14 January 2022

Published in: Statistical Methods and Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10260-021-00587-1

zbMATH Keywords

partial correlationpath weightbetweenness centralityundirected pathinflation factor

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Applications of graph theory (05C90) Probabilistic graphical models (62H22)

Uses Software

• glasso

Cites Work

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• Sparse inverse covariance estimation with the graphical lasso
• Covariance decomposition in undirected Gaussian graphical models
• Community structure in social and biological networks
• Handbook of Graphical Models
• Chain Graph Models and their Causal Interpretations
• Path weights in concentration graphs
• Network Centrality: An Introduction