Package: TSdisaggregation 2.0.0

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.

Authors:Luke Mosley [aut, cre], Kaveh S. Nobari [aut]

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TSdisaggregation/json (API)

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2 exports 0.00 score 7 dependencies 144 downloads

Last updated 2 years agofrom:a33cbe9e36. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:disaggregateTempDisaggDGP

Dependencies:larslatticeMatrixrbibutilsRdpackwithrzoo