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.
| Version: | 0.1.0 |
| Depends: | R (≥ 3.2.0) |
| Imports: | ggplot2 (≥ 2.0.0), reshape2 (≥ 1.4.0), pbapply (≥ 1.1.0), plyr (≥ 1.8.0), parallel (≥ 3.2.0) |
| Suggests: | knitr, rmarkdown, devtools |
| Published: | 2016-08-21 |
| Author: | Olivier M. F. Martin [aut, cre], Michel Ducher [aut] |
| Maintainer: | Olivier M. F. Martin <olivmrtn at gmail.com> |
| BugReports: | https://github.com/olivmrtn/zebu/issues |
| License: | GPL-3 |
| URL: | http://github.com/olivmrtn/zebu |
| NeedsCompilation: | no |
| Materials: | README |
| CRAN checks: | zebu results |
| Reference manual: | zebu.pdf |
| Vignettes: |
"zebu: Local Association Measures" |
| Package source: | zebu_0.1.0.tar.gz |
| Windows binaries: | r-devel: zebu_0.1.0.zip, r-release: zebu_0.1.0.zip, r-oldrel: zebu_0.1.0.zip |
| OS X Mavericks binaries: | r-release: zebu_0.1.0.tgz, r-oldrel: zebu_0.1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=zebu to link to this page.