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DESCRIPTION
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DESCRIPTION
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Package: resamplr
Type: Package
Title: Resampling methods
Version: 0.0.1
Authors@R: c(person("Jeffrey", "Arnold", role = c("aut", "cre"),
email = "jeffrey.arnold@gmail.com"),
person("Hadley", "Wickham", role = "ctb",
comment = "Some code extracted from the modelr package"),
person("Angelo", "Canty", role = "ctb",
comment = "Some code extracted from the boot package"),
person("Brian", "Ripley", role = "ctb",
comment = "Some code extracted from the boot package"),
person("Achim", "Zeileis", role = "ctb",
comment = "Some code extracted from rollapply in the zoo package"))
Description: Additional resampling methods for the 'resampler' class in the 'modelr' package.
Resampling and similar methods implemented include: bootstrap methods (simple bootstrap,
weighted bootstrap, balanced bootstrap, moving-blocks bootstrap),
test-training splits, cross-validation (leave-one-out, leave-p-out,
k-fold, time-series k-fold, time series rolling windows),
jackknife (delete-one and delete-p), permutations, and rolling windows.
These are implemented as generic functions which include a grouped data method
that implements group-wise or stratified versions of all the above.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.0.1
Imports:
assertthat,
combinat,
dplyr,
modelr,
purrr,
stringr,
tibble
Suggests:
boot,
broom,
knitr,
MASS,
rmarkdown,
testthat,
tidyverse
VignetteBuilder: knitr