Combinatorial and Statistical Analyses of Rare Events
Analyze relationships between rare events among multiple input and out...
Compare the enrichment in combinations of input variables between the ...
Compare the enrichment in combinations of input variables between the ...
Compare the enrichment in combinations of input variables between the ...
Compare the observed frequencies of combinations with their expected f...
Perform successive left joins to fetch information about the constitue...
Generate frequent items using the apriori algorithm
Generate rules using the apriori algorithm
Generate rules using the apriori algorithm
Generate rules using the apriori algorithm
Generate frequent items along with the names of supporting observation...
A custom implementation of the apriori algorithm and binomial tests to identify combinations of features (genes, variants etc) significantly enriched for simultaneous mutations/events from sparse Boolean input, see Vijay Kumar Pounraja, Santhosh Girirajan (2021). Version 1.1 includes a minor adjustment to the number of combinations to be considered for multiple testing correction. This updated version is more conservative in its approach and hence more selective. <doi:10.1101/2021.10.01.462832>.