accumulate.zscores | Sum across sign corrected z-scores for total sample quality score |
correct.zscore.signs | Corrects the z-scores signs according to the metrics |
cosine.similarity.cutoff | Calculate an outlier cutoff using cosine similarity |
cosine.similarity.iterative | Tests the accumulated quality scores for outliers using cosine similarity |
example.qc.dataframe | QC metrics across 100 samples |
fit.and.evaluate | Fits the QC data to distributions and returns the KS test result and BIC score |
get.qc.barplot | Generates the standard barplot of scores for each sample |
get.qc.heatmap | Generates the standard heatmap of scores for each sample. |
get.qc.multipanelplot | Generates the multipanel plot of heatmap and barplot |
sign.correction | Directionality of QC metrics |
ylabels | Formatted QC metrics labels |
zscores.from.metrics | Calculate z-scores for each metric across each sample |