Description Usage Arguments Value References Examples
View source: R/mic_adj_matrix.R
For a given dataset, computes the adjacency matrix
of maximal information coefficient (MIC) of each
pairwise association.
NOTE : another approach could have been to give the whole
data frame to the minerva
package func cstats()
,
but it seemed slower in my tests.
1 | mic_adj_matrix(obs_data)
|
obs_data |
(data.frame or matrix) : a dataset which rows are observations and columns the variables. |
the adjacency matrix of MIC values for each pairwise association.
Reshef et al. (2011) <doi:10.1126/science.1205438>
1 | mic_adj_matrix(iris[,-5])
|
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