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 |