Differential Markov random field analysis with an application to detecting differential microbial community networks

DOI10.1093/biomet/asz012zbMath1444.62121OpenAlexW2942280042WikidataQ92092112 ScholiaQ92092112MaRDI QIDQ4973623

No author found.

Publication date: 28 November 2019

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc6508037

zbMATH Keywords

multiple testingmicrobiomedifferential networkhigh-dimensional logistic regression

Mathematics Subject Classification ID

Random fields; image analysis (62M40) Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12) Paired and multiple comparisons; multiple testing (62J15) Probabilistic graphical models (62H22)

Related Items (6)

Structure learning of exponential family graphical model with false discovery rate control ⋮ Hypothesis testing for populations of networks ⋮ Unnamed Item ⋮ Inference of large modified Poisson-type graphical models: application to RNA-seq data in childhood atopic asthma studies ⋮ Bayesian random projection-based signal detection for Gaussian scale space random fields ⋮ TestBMN

Uses Software

• R
• glmnet

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