This represents a promising addition to the set of tools for probabilistic graphical model and Bayesian structure learning, filling a need for high-confidence analysis of complex systems with few samples and many variables.
High confidence proteomic analysis of yeast LDs identifies additional droplet proteins and reveals connections to dolichol synthesis and sterol acetylation.
For gene sets, we chose the genes with high confidence for analysis.
For the two all phenotype analyses, the quantile-quantile plots supported the findings from the other visualization methods that the high confidence all phenotype analysis separated hits from non-hits better than the analysis based on hits from the GWAS Catalogue.
"The agency has very, very, high confidence in its analysis.
Values of various statistical validation coefficients derived for the test data were above their respective threshold limits (except r2m in DTF), thus put a high confidence in this analysis.
High confidence correlation (R≥0.8) analysis between microRNAs and gene targets identified 2832 and 9448 correlations using miRBase and TargetScan respectively (Additional file 3, Table S3 and Additional file 4, Table S4).
This will provide much higher resolution, and a much broader coverage of genes, both of which will enable us to more effectively perform higher confidence network analysis and identify new candidate drivers and modules.
Since the FDRs calculated from the potential false positives identified in the uninfected samples are similar to the calculated FDRs from the reverse database analysis, a high confidence (90%) for proteins indentified in this analysis was retained.
Last year, the American intelligence community concluded with moderate to high confidence in a secret analysis that Mr. Tice was alive, based partly on a report that he had been seen at a hospital in Damascus, being treated for dehydration.
