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Provides tools for temporal disaggregation, including: (1) High-dimensional and low-dimensional series generation for simulation studies; (2) A toolkit for temporal disaggregation and benchmarking using low-dimensional indicator series as proposed by Dagum and Cholette (2006, ISBN:978-0-387-35439-2); (3) Novel techniques by Mosley, Gibberd, and Eckley (2022, <doi:10.1111/rssa.12952>) for disaggregating low-frequency series in the presence of high-dimensional indicator matrices.
Version: | 3.0.1 |
Depends: | R (≥ 3.5.0) |
Imports: | Rdpack, stats, Matrix, lars, zoo, withr |
Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown, readxl, corrplot, ggplot2 |
Published: | 2024-10-31 |
DOI: | 10.32614/CRAN.package.DisaggregateTS |
Author: | Kaveh Salehzadeh Nobari [aut, cre], Luke Mosley [aut] |
Maintainer: | Kaveh Salehzadeh Nobari <k.salehzadeh-nobari at imperial.ac.uk> |
License: | GPL-3 |
NeedsCompilation: | no |
CRAN checks: | DisaggregateTS results |
Reference manual: | DisaggregateTS.pdf |
Vignettes: |
Temporal Disaggregation of IBM's GHG Emissions (source, R code) |
Package source: | DisaggregateTS_3.0.1.tar.gz |
Windows binaries: | r-devel: DisaggregateTS_3.0.1.zip, r-release: DisaggregateTS_3.0.1.zip, r-oldrel: DisaggregateTS_3.0.1.zip |
macOS binaries: | r-release (arm64): DisaggregateTS_3.0.1.tgz, r-oldrel (arm64): DisaggregateTS_3.0.1.tgz, r-release (x86_64): DisaggregateTS_3.0.1.tgz, r-oldrel (x86_64): DisaggregateTS_3.0.1.tgz |
Old sources: | DisaggregateTS archive |
Please use the canonical form https://CRAN.R-project.org/package=DisaggregateTS to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.