Decomposes a set of expressions into a group expression. The toolkit currently offers enrichment analysis, hierarchical enrichment analysis, PLS regression, Shape alignment or clustering as well as rudimentary factor analysis.
This toolkit currently offers enrichment analysis, hierarchical enrichment analysis, novel PLS regression, shape alignment, connectivity clustering, clustering and hierarchical clustering as well as factor analysis methods.
The expression regulation can be studied via a statistical test that relates it to the observables in the journal file. The final p values are then FDR corrected and the resulting adjusted p values are produced.
The fine grained data can be studied via a statistical tests that relates it to observables in a coarse grained journal file. The final p values can then FDR corrected by employing a novel q-value method.