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TSdisaggregation: High-Dimensional Temporal Disaggregation
First - Generates (potentially high-dimensional) high-frequency and low-frequency series for simulation studies in temporal disaggregation; Second - a toolkit utilizing temporal disaggregation and benchmarking techniques with a low-dimensional matrix of indicator series previously proposed in Dagum and Cholette (2006, ISBN:978-0-387-35439-2) ; and Third - novel techniques proposed by Mosley, Gibberd and Eckley (2021) <arXiv:2108.05783> for disaggregating low-frequency series in the presence of high-dimensional indicator matrices.
Getting started
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Package details |
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| Author | Luke Mosley [aut, cre], Kaveh S. Nobari [aut] (<https://orcid.org/0000-0002-4053-0781>) |
| Maintainer | Luke Mosley <l.mosley@lancaster.ac.uk> |
| License | GPL (>= 3) |
| Version | 2.0.0 |
| Package repository | View on CRAN |
| Installation |
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