SAMUR
Stochastic Augmentation of Matched Data Using Restriction Methods
Description
Augmenting a matched data set by generating multiple stochastic, matched samples from the data using a multi-dimensional histogram constructed from dropping the input matched data into a multi-dimensional grid built on the full data set. The resulting stochastic, matched sets will likely provide a collectively higher coverage of the full data set compared to the single matched set. Each stochastic match is without duplication, thus allowing downstream validation techniques such as cross-validation to be applied to each set without concern for overfitting.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Alireza S. Mahani <alireza.s.mahani@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Mansour", "T.A."),
family = "Sharabiani",
role = "aut"),
person(given = c("Alireza", "S."),
family = "Mahani",
role = c("aut", "cre"),
email = "alireza.s.mahani@gmail.com"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Alireza S. Mahani <alireza.s.mahani@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Mansour", "T.A."),
family = "Sharabiani",
role = "aut"),
person(given = c("Alireza", "S."),
family = "Mahani",
role = c("aut", "cre"),
email = "alireza.s.mahani@gmail.com"))
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Alireza S. Mahani <alireza.s.mahani@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Mansour", "T.A."),
family = "Sharabiani",
role = "aut"),
person(given = c("Alireza", "S."),
family = "Mahani",
role = c("aut", "cre"),
email = "alireza.s.mahani@gmail.com"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Alireza S. Mahani <alireza.s.mahani@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Mansour", "T.A."),
family = "Sharabiani",
role = "aut"),
person(given = c("Alireza", "S."),
family = "Mahani",
role = c("aut", "cre"),
email = "alireza.s.mahani@gmail.com"))
as necessary.