High-dimensional omics data analysis using a variable screening protocol with prior knowledge integration (SKI)
Liu C, Jiang J, Gu J, Yu Z, Wang T, Lu H. High-dimensional omics data analysis using a variable screening protocol with prior knowledge integration (SKI). BMC Systems Biology 2016, 10: 118. PMID: 28155690, PMCID: PMC5260139, DOI: 10.1186/s12918-016-0358-0.Peer-Reviewed Original ResearchConceptsHigh-throughput data analysisDifferent statistical methodsStatistical methodsOmics data analysisPrior knowledge integrationR packageData analysisMarginal correlationRankSame numberInitial rankThroughput analysisSample sizeHigh true positive rateDifferent datasetsSimulationsRaw dataSmall sample size