Distribution of off-diagonal elements in the estimated precision matrix with hyperparameters: varying values (colors) and fixed = 0.80.

<p>The graphical model considered in this example is a scale-free network generated with the R package huge ().</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Aapo E. Korhonen (22530674) (author)
مؤلفون آخرون:	Olli Sarala (22530677) (author), Tuomas Hautamäki (22530680) (author), Markku Kuismin (2170918) (author), Mikko J. Sillanpää (8139792) (author)
منشور في:	2025
الموضوعات:	Genetics Biotechnology Cancer Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified recovering meaningful networks partial correlation networks false discovery rate explain complex relationships novel bayesian approach dimensional omics datasets biological example analyses estimated precision matrix large datasets hierarchical matrix estimated f biological variables bayesian implementations whose width specific choice recently received r package powerful tools new way maximization algorithm good properties generalized expectation fast implementation extensive simulations edge selection demanding parts condition number community detection art approaches
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