This implements the discover group wise tests of exclusivity, coverage and impurity "https://genomebiology.biomedcentral.com/articles/10.1186/s13059-016-1114-x". Automatically implements a the Benjamini-Hochberg multiple testing correction.
1 2 | groupTestByGeneOntology(events, dictionary = NULL, go.type = "bp",
group.test.type = "exclusivity")
|
events |
Can either be a discover matrix that results from running the discover.pairwise.test() or an indicator matrix. If it is an indicator matrix, the function will run the discover test, but this will significantly increase execution time. |
dictionary |
If a dictionary object ( |
go.type |
Character. Can be "bp","cc" or "mf" for biological process, cellular component, or molecular function respectively. Defaults to "bp" |
group.test.type |
The type of group test to be employed: "exclusivity", "coverage" or "impurity" |
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