cutoffR: CUTOFF: A Spatio-temporal Imputation Method
This package provides a set of tools for spatio-temporal imputation
in R. It includes the implementation for then CUTOFF imputation method,
a useful cross-validation function that can be used not only by the
CUOTFF method but also by some other imputation functions to help
choosing an optimal value for relevant parameters, such as the number
of k-nearest neighbors for the KNN imputation method, or the number of
components for the SVD imputation method. It also contains tools for
simulating data with missing values with respect to some specific
missing pattern, for example, block missing. Some useful visualisation
functions for imputation purposes are also provided in the package.
| Version: |
1.0 |
| Depends: |
R (≥ 3.1.0) |
| Imports: |
ggplot2, reshape2 |
| Published: |
2014-05-13 |
| Author: |
Lingbing Feng, Gen Nowak, Alan. H. Welsh, Terry. J. O'Neill |
| Maintainer: |
Lingbing Feng <fenglb88 at gmail.com> |
| License: |
GPL-2 |
| NeedsCompilation: |
no |
| Materials: |
README |
| In views: |
MissingData |
| CRAN checks: |
cutoffR results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=cutoffR
to link to this page.