wNNSel
Weighted Nearest Neighbor Imputation of Missing Values using Selected Variables
Description
New tools for the imputation of missing values in high-dimensional data are introduced using the non-parametric nearest neighbor methods. It includes weighted nearest neighbor imputation methods that use specific distances for selected variables. It includes an automatic procedure of cross validation and does not require prespecified values of the tuning parameters. It can be used to impute missing values in high-dimensional data when the sample size is smaller than the number of predictors. For more information see Faisal and Tutz (2017) <doi:10.1515/sagmb-2015-0098>.
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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 (14 non-OK)
CRAN incoming feasibility
Maintainer: ‘Shahla Faisal <shahla_ramzan@yahoo.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Shahla",
family = "Faisal",
role = c("aut", "cre"),
email = "shahla_ramzan@yahoo.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Shahla Faisal <shahla_ramzan@yahoo.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Shahla",
family = "Faisal",
role = c("aut", "cre"),
email = "shahla_ramzan@yahoo.com")
as necessary.
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LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
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Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Shahla Faisal <shahla_ramzan@yahoo.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Shahla",
family = "Faisal",
role = c("aut", "cre"),
email = "shahla_ramzan@yahoo.com")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Shahla Faisal <shahla_ramzan@yahoo.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Shahla",
family = "Faisal",
role = c("aut", "cre"),
email = "shahla_ramzan@yahoo.com")
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