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DESCRIPTION
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DESCRIPTION
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Package: eclust
Type: Package
Title: Environment Based Clustering for Interpretable Predictive Models in High Dimensional Data
Version: 0.1.0
Authors@R: c(person("Sahir Rai", "Bhatnagar", email = "sahir.bhatnagar@gmail.com",
role = c("aut", "cre"), comment = "http://sahirbhatnagar.com/"))
Description: Companion package to the paper: An analytic approach for
interpretable predictive models in high dimensional data, in the presence of
interactions with exposures. Bhatnagar, Yang, Khundrakpam, Evans, Blanchette, Bouchard, Greenwood (2017) <DOI:10.1101/102475>.
This package includes an algorithm for clustering high dimensional data that can be affected by an environmental factor.
Depends:
R (>= 3.3.1)
License: MIT + file LICENSE
URL: https://github.com/sahirbhatnagar/eclust/, http://sahirbhatnagar.com/eclust/
BugReports: https://github.com/sahirbhatnagar/eclust/issues
Encoding: UTF-8
LazyData: true
Suggests:
cluster,
earth,
ncvreg,
knitr,
rmarkdown,
protoclust,
factoextra,
ComplexHeatmap,
circlize,
pheatmap,
viridis,
pROC,
glmnet
VignetteBuilder: knitr
Imports:
caret,
data.table,
dynamicTreeCut,
magrittr,
pacman,
WGCNA,
stringr,
pander,
stats
RoxygenNote: 5.0.1