Joint estimation of multiple related biological networks

DOI10.1214/14-AOAS761zbMath1304.62136arXiv1302.1969MaRDI QIDQ484069

Sach Mukherjee, Joe W. Gray, Jim Korkola, Chris J. Oates

Publication date: 17 December 2014

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1302.1969

zbMATH Keywords

hierarchical modelinformation sharingBayesian networkbelief propagation

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Small world graphs, complex networks (graph-theoretic aspects) (05C82) Graphical methods in statistics (62A09) Systems biology, networks (92C42)

Related Items (6)

Exact estimation of multiple directed acyclic graphs ⋮ Unnamed Item ⋮ Quantifying the multi-scale performance of network inference algorithms ⋮ Joint estimation of multiple related biological networks ⋮ Bayesian Approaches for Large Biological Networks ⋮ Bayesian Graphical Regression

Cites Work

• Joint estimation of multiple related biological networks
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• Non-homogeneous dynamic Bayesian networks with Bayesian regularization for inferring gene regulatory networks with gradually time-varying structure
• Calibration and empirical Bayes variable selection
• Mixtures of g Priors for Bayesian Variable Selection
• Factor graphs and the sum-product algorithm
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