Concepedia

A Bayesian Approach for Learning Gene Networks Underlying Disease Severity in COPD

Elin Shaddox, Francesco C. Stingo, Christine B. Peterson, Sean Jacobson, Charmion Cruickshank‐Quinn, Katerina Kechris, Russell P. Bowler, Marina Vannucci

Statistics in Biosciences · 2016 · 17 citations · 42 references

Open access

Concepts

ComputingBioinformaticsBiostatisticsBayesian BiostatisticsBayesian Data AnalysisComputational BiologyBayesian InferenceBayesian Model BuildingBayesian StatisticsChronic Obstructive Pulmonary DiseaseDisease ModelingDisease Progression ModelingBayesian Disease ModelingDisease Gene NetworksDisease Network AnalysisDisease Network InferenceNetwork-based Disease Stratification

References

42

Summaries of Affymetrix GeneChip probe level data

Rafael A. Irizarry · Nucleic Acids Research · 2003 · 5K citations · Full text

Life Sciences, Biostatistics, Molecular Biology +15

Data, information, knowledge and principle: back to metabolism in KEGG

Minoru Kanehisa, Susumu Goto, Yoko Sato et al. · Nucleic Acids Research · 2013 · 3.2K citations · Full text

Life Sciences, Bioinformatics, Genetics +13

The Bayesian Lasso

Trevor Park, George Casella · Journal of the American Statistical Association · 2008 · 3K citations

Business, Biostatistics, Bayesian Biostatistics +16

Variable Selection via Gibbs Sampling

Edward I. George, Robert E. McCulloch · Journal of the American Statistical Association · 1993 · 2.7K citations

Computing, Data Science, Bayesian Data Analysis +16

Genetic Epidemiology of COPD (COPDGene) Study Design

Elizabeth A. Regan, John E. Hokanson, James R. Murphy et al. · COPD Journal of Chronic Obstructive Pulmonary Disease · 2010 · 1.3K citations · Full text

Medicine, Genetics, Molecular Genetics +17