2010
Bayesian Methods in Genomics and Proteomics Studies
Sun N, Zhao H. Bayesian Methods in Genomics and Proteomics Studies. 2010, 125-136. DOI: 10.1002/9780470669716.ch6.Peer-Reviewed Original Research
2006
Bayesian error analysis model for reconstructing transcriptional regulatory networks
Sun N, Carroll RJ, Zhao H. Bayesian error analysis model for reconstructing transcriptional regulatory networks. Proceedings Of The National Academy Of Sciences Of The United States Of America 2006, 103: 7988-7993. PMID: 16702552, PMCID: PMC1472417, DOI: 10.1073/pnas.0600164103.Peer-Reviewed Original ResearchConceptsTranscriptional regulatory networksGene expression dataTranscription regulationRegulatory networksExpression dataProtein-DNA binding dataDNA sequence dataFundamental biological processesYeast cell cycleHigh-throughput technologiesMicroarray gene expression dataBiological experimentsSequence dataGenomic dataBiological processesCell cycleClear biological interpretationThroughput technologiesBiological interpretationMarkov chain Monte CarloBayesian hierarchical model frameworkBiochemical reactionsRegulationLinear system modelHierarchical model framework