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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 |
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These binaries (installable software) and packages are in development.
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