knnwtsim
K Nearest Neighbor Forecasting with a Tailored Similarity Metric
v1.0.0
·
Mar 5, 2022
·
GPL (>= 3)
Description
Functions to implement K Nearest Neighbor forecasting using a weighted similarity metric tailored to the problem of forecasting univariate time series where recent observations, seasonal patterns, and exogenous predictors are all relevant in predicting future observations of the series in question. For more information on the formulation of this similarity metric please see Trupiano (2021) <arXiv:2112.06266>.
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| 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)
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Matthew Trupiano <matthew.trupiano.professional@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Matthew",
family = "Trupiano",
role = c("aut", "cre"),
email = "matthew.trupiano.professional@gmail.com")
as necessary.
The Description field contains
similarity metric please see Trupiano (2021) <arXiv:2112.06266>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Matthew Trupiano <matthew.trupiano.professional@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Matthew",
family = "Trupiano",
role = c("aut", "cre"),
email = "matthew.trupiano.professional@gmail.com")
as necessary.
The Description field contains
similarity metric please see Trupiano (2021) <arXiv:2112.06266>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Matthew Trupiano <matthew.trupiano.professional@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Matthew",
family = "Trupiano",
role = c("aut",
...[truncated]...
email = "matthew.trupiano.professional@gmail.com")
as necessary.
The Description field contains
similarity metric please see Trupiano (2021) <arXiv:2112.06266>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Matthew Trupiano <matthew.trupiano.professional@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Matthew",
family = "Trupiano",
role = c("aut",
...[truncated]...
email = "matthew.trupiano.professional@gmail.com")
as necessary.
The Description field contains
similarity metric please see Trupiano (2021) <arXiv:2112.06266>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.