The hierinf package provides the functions to perform hierarchical inference. The main workflow consists of two function calls.
The building of the hierarchical tree can be achieved by either of the functions
test_hierarchy performs the hierarchical
testing by going top down through the hierarchical tree and obviously requires the
hierarchical tree as an input.
It is possible to calculate the R squared value of a given cluster using
The hierarchical testing consists of two steps which can be evaluated
separately if desired. Instead of calling
the multi-sample splitting step is performed by
and its output is used by the function
to test for significant clusters by going top down through the hierarchical tree.
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