sambia
A Collection of Techniques Correcting for Sample Selection Bias
Description
A collection of various techniques correcting statistical models for sample selection bias is provided. In particular, the resampling-based methods "stochastic inverse-probability oversampling" and "parametric inverse-probability bagging" are placed at the disposal which generate synthetic observations for correcting classifiers for biased samples resulting from stratified random sampling. For further information, see the article Krautenbacher, Theis, and Fuchs (2017) <doi:10.1155/2017/7847531>. The methods may be used for further purposes where weighting and generation of new observations is needed.
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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 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| 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 (5 non-OK)
CRAN incoming feasibility
Maintainer: ‘Norbert Krautenbacher <norbert.krautenbacher@tum.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Norbert",
family = "Krautenbacher",
role = c("aut", "cre"),
email = "norbert.krautenbacher@tum.de"),
person(given = "Kevin",
family = "Strauss",
role = "aut"),
person(given = "Maximilian",
family = "Mandl",
role = "aut"),
person(given = "Christiane",
family = "Fuchs",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Norbert Krautenbacher <norbert.krautenbacher@tum.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Norbert",
family = "Krautenbacher",
role = c("aut", "cre"),
email = "norbert.krautenbacher@tum.de"),
person(given = "Kevin",
family = "Strauss",
role = "aut"),
person(given = "Maximilian",
family = "Mandl",
role = "aut"),
person(given = "Christiane",
family = "Fuchs",
role = "aut"))
as necessary.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Norbert Krautenbacher <norbert.krautenbacher@tum.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Norbert",
family = "Krautenbacher",
role = c("
...[truncated]...
person(given = "Maximilian",
family = "Mandl",
role = "aut"),
person(given = "Christiane",
family = "Fuchs",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Norbert Krautenbacher <norbert.krautenbacher@tum.de>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Norbert",
family = "Krautenbacher",
role = c("
...[truncated]...
person(given = "Maximilian",
family = "Mandl",
role = "aut"),
person(given = "Christiane",
family = "Fuchs",
role = "aut"))
as necessary.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory