Development of network-guided transcriptomic risk score for disease prediction (Q6548919)

scientific article; zbMATH DE number 7858774

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English	Development of network-guided transcriptomic risk score for disease prediction	scientific article; zbMATH DE number 7858774

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instance of

scholarly article

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title

Development of network-guided transcriptomic risk score for disease prediction (English)

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3 June 2024

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zbMATH Keywords

CONCORD

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gene expression data

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joint inference

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selection consistency

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spike and slab prior

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MaRDI profile type

Publication

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cites work

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High-dimensional graphs and variable selection with the Lasso

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Bayesian variable selection with shrinking and diffusing priors

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Skinny Gibbs: A Consistent and Scalable Gibbs Sampler for Model Selection

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Bayesian Multivariate Logistic Regression

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Scalable Bayesian Variable Selection Using Nonlocal Prior Densities in Ultrahigh-dimensional Settings

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Q4864293

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Bayesian graphical Lasso models and efficient posterior computation

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Scaling it up: stochastic search structure learning in graphical models

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High dimensional posterior convergence rates for decomposable graphical models

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On the computational complexity of high-dimensional Bayesian variable selection

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Bayesian compositional regression with structured priors for microbiome feature selection

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Identifiers

DOI

10.1002/sta4.648

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Mathematics Subject Classification ID

62-XX

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zbMATH DE Number

7858774

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Sitelinks

Mathematics(1 entry)

mardi Publication:6548919