zebu: Local Association Measures

Implements the estimation of local (and global) association measures: Ducher's Z, pointwise mutual information, normalized pointwise mutual information and chi-squared residuals. The significance of local (and global) association is accessed using p-values estimated by permutations. Finally, using local association subgroup analysis, it identifies if the association between variables is dependent on the value of another variable.

Package details

AuthorOlivier M. F. Martin [aut, cre], Michel Ducher [aut]
MaintainerOlivier M. F. Martin <oliviermfmartin@tutanota.com>
URL https://github.com/oliviermfmartin/zebu
Package repositoryView on CRAN
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zebu documentation built on Oct. 23, 2020, 6:03 p.m.