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Package: tetrisplot
Title: Visualise Variable Selection Instability
Version: 0.0.0.9000
Authors@R:
c(person("Doug", "Thompson", ,"douglas.x.thompson@gsk.com", role = c("aut", "cre")),
person("Aris", "Perperoglou", ,"aris.x.perperoglou@gsk.com", role = c("csl", "ctb")),
person("GlaxoSmithKline Research & Development Limited", role = c("cph", "fnd")))
Description: Introduces the 'Tetris plot', a convenient way to visualise both the marginal and the joint
variable selection probabilities. The package contains a number of wrapper functions for some common
variable selection methods (for example stepwise regression) such that only the selected variables over
a number of bootstrap replicate draws are retained for summary.
License: Apache License (>= 2)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.0
Imports:
magrittr,
ggplot2 (>= 3.2.1),
purrr (>= 0.3.2),
dplyr (>= 0.8.3),
tidyr (>= 0.8.3),
forcats (>= 0.5.1),
patchwork(>= 1.1.1),
grplasso (>= 0.4-7),
grDevices
BugReports: https://github.com/GSK-Biostatistics/tetrisplot/issues
Depends:
R (>= 2.10)