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docs: updating DESCRIPTION
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helen-zhu committed Feb 29, 2024
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Expand Up @@ -18,7 +18,7 @@ Authors@R:
email = "PBoutros@mednet.ucla.edu",
comment = c(ORCID = "0000-0003-0553-7520"))
)
Description: A method that aggregates quality control metrics from multi-sample genomic experiments and performs outlier detection to nominate samples for exclusion.
Description: A method that analyzes quality control metrics from multi-sample genomic sequencing studies and nominates poor quality samples for exclusion. Per sample quality control data are transformed into z-scores and aggregated. The distribution of aggregated z-scores are modelled using parametric distributions. The parameters of the optimal model, selected either by goodness-of-fit statistics or user-designation, are used for outlier nomination. Two implementations of the Cosine Similarity Outlier Detection algorithm are provided with flexible parameters for dataset customization.
Depends:
R (>= 2.10)
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