zebu: Local Association Measures

Implements the estimation of local (and global) association measures: Ducher's Z, pointwise mutual information and normalized pointwise mutual information. 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.

AuthorOlivier M. F. Martin [aut, cre], Michel Ducher [aut]
Date of publication2016-08-21 22:05:55
MaintainerOlivier M. F. Martin <olivmrtn@gmail.com>
LicenseGPL-3
Version0.1.0
http://github.com/olivmrtn/zebu

View on CRAN

Files

zebu
zebu/inst
zebu/inst/examples
zebu/inst/examples/lassie.R
zebu/inst/doc
zebu/inst/doc/zebu.Rmd
zebu/inst/doc/zebu.html
zebu/inst/doc/zebu.R
zebu/NAMESPACE
zebu/data
zebu/data/trial.rda
zebu/R
zebu/R/estimate_prob.R zebu/R/preprocess.R zebu/R/zebu.R zebu/R/data.R zebu/R/local_association.R zebu/R/permtest.R zebu/R/misc.R zebu/R/subgroups.R zebu/R/lassie.R
zebu/vignettes
zebu/vignettes/zebu.Rmd
zebu/vignettes/bibliography.bib
zebu/README.md
zebu/MD5
zebu/build
zebu/build/vignette.rds
zebu/DESCRIPTION
zebu/man
zebu/man/preprocess.Rd zebu/man/subgroups.Rd zebu/man/local_association.Rd zebu/man/lassie.Rd zebu/man/lassie_get.Rd zebu/man/trial.Rd zebu/man/permtest.Rd zebu/man/estimate_prob.Rd zebu/man/zebu.Rd zebu/man/print.lassie.Rd zebu/man/plot.lassie.Rd zebu/man/write.lassie.Rd zebu/man/format.lassie.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.