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The graphical lasso: New insights and alternatives

The graphical lasso [5] is an algorithm for learning the structure in an undirected Gaussian graphical model, using ℓ(1) regularization to control the number of zeros in the precision matrix Θ = Σ(−1) [2, 11]. The R package GLASSO [5] is popular, fast, and allows one to efficiently build a path of m...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Electron J Stat
Egile Nagusiak: Mazumder, Rahul, Hastie, Trevor
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2012
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC4281944/
https://ncbi.nlm.nih.gov/pubmed/25558297
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/12-EJS740
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