FastImputation
Learn from Training Data then Quickly Fill in Missing Data
Description
TrainFastImputation() uses training data to describe a multivariate normal distribution that the data approximates or can be transformed into approximating and stores this information as an object of class 'FastImputationPatterns'. FastImputation() function uses this 'FastImputationPatterns' object to impute (make a good guess at) missing data in a single line or a whole data frame of data. This approximates the process used by 'Amelia' <https://gking.harvard.edu/amelia> but is much faster when filling in values for a single line of data.
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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: ‘Stephen R. Haptonstahl <srh@haptonstahl.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = c("Stephen", "R."),
family = "Haptonstahl",
role = c("aut", "cre"),
email = "srh@haptonstahl.org")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Stephen R. Haptonstahl <srh@haptonstahl.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = c("Stephen", "R."),
family = "Haptonstahl",
role = c("aut", "cre"),
email = "srh@haptonstahl.org")
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Stephen R. Haptonstahl <srh@haptonstahl.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = c("Stephen", "R."),
family = "Haptonstahl",
role = c("aut", "cre"),
email = "srh@haptonstahl.org")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Stephen R. Haptonstahl <srh@haptonstahl.org>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = c("Stephen", "R."),
family = "Haptonstahl",
role = c("aut", "cre"),
email = "srh@haptonstahl.org")
as necessary.