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hts: Hierarchical and Grouped Time Series
Provides methods for analysing and forecasting hierarchical and grouped time series. The available forecast methods include bottom-up, top-down, optimal combination reconciliation (Hyndman et al. 2011) <doi:10.1016/j.csda.2011.03.006>, and trace minimization reconciliation (Wickramasuriya et al. 2018) <doi:10.1080/01621459.2018.1448825>.
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Package details |
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| Author | Rob Hyndman [aut] (Package creator), Alan Lee [aut] (Fast computation using recursive methods), Earo Wang [aut, cre], Shanika Wickramasuriya [aut] (Reconciliation via trace minimization) |
| Maintainer | Earo Wang <earo.wang@gmail.com> |
| License | GPL (>= 2) |
| Version | 6.0.3 |
| URL | https://pkg.earo.me/hts/ |
| Package repository | View on CRAN |
| Installation |
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