Allows to correct bias in high-throughput screening (HTS) assays. It (1) Detects plate-specific spatial bias by identifying rows and columns of all plates of the assay affected by this bias (following the results of the Mann-Whitney U test) as well as assay-specific spatial bias by identifying well locations (i.e., well positions scanned across all plates of a given assay) affected by this bias (also following the results of the Mann-Whitney U test); (2) Allows one to correct plate-specific spatial bias using either of the three additive or either of the three multiplicative PMP (Partial Mean Polish) methods (the most appropriate spatial bias model can be either specified by the user or determined by the program following the results of the Kolmogorov-Smirnov, Anderson-Darling or Cramer-von-Mises two-sample test) to correct the assay measurements as well as to correct assay-specific spatial bias by carrying out robust Z-scores within each plate of the assay and then traditional Z-scores across well locations.
|Author||Bogdan Mazoure (McGill University, Department of Mathematics and Statistics), Iurie Caraus (UQAM, Departement d'Informatique), Robert Nadon (McGill University, Department of Human Genetics and Genome Quebec Innovation Center) and Vladimir Makarenkov (UQAM, Departement d'Informatique)|
|Date of publication||2017-08-16 15:35:37 UTC|
|Maintainer||Bogdan Mazoure <[email protected]>|
|Package repository||View on CRAN|
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