zebu: Local Association Measures

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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.

Author
Olivier M. F. Martin [aut, cre], Michel Ducher [aut]
Date of publication
2016-08-21 22:05:55
Maintainer
Olivier M. F. Martin <olivmrtn@gmail.com>
License
GPL-3
Version
0.1.0
URLs

View on CRAN

Man pages

estimate_prob
Estimate marginal and multivariate probabilities
format.lassie
Format a lassie object
lassie
Local Association Measures
lassie_get
Return the value of 'lassie' object
local_association
Local Association Measures
permtest
Permutation test for local and global association measures
plot.lassie
Plot a lassie object
preprocess
Preprocess data
print.lassie
Print a lassie object
subgroups
Local Association Subgroup Analysis
trial
Resistance to drug treatment
write.lassie
Write a lassie object
zebu
zebu: Local Association Measures

Files in this package

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