Partial Gaussian Graphical Model Estimation

DOI10.1109/TIT.2013.2296784zbMath1360.62284arXiv1209.6419OpenAlexW1985651808MaRDI QIDQ2986490

Xiaotong Yuan, Tong Zhang

Publication date: 16 May 2017

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1209.6419

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Point estimation (62F10) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Related Items (9)

Structured regularization for conditional Gaussian graphical models ⋮ Bayesian Estimation of Gaussian Conditional Random Fields ⋮ Conditional score matching for high-dimensional partial graphical models ⋮ A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensions ⋮ Sparse conditional copula models for structured output regression ⋮ A Bayesian approach for partial Gaussian graphical models with sparsity ⋮ The conditional censored graphical Lasso estimator ⋮ Inter-Subject Analysis: A Partial Gaussian Graphical Model Approach ⋮ A partial graphical model with a structural prior on the direct links between predictors and responses

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