hdftsa-package: High-dimensional Functional Time Series Analysis
In hdftsa: High-Dimensional Functional Time Series Analysis
hdftsa-package R Documentation
High-dimensional Functional Time Series Analysis
Description
Offers methods for visualizing, modelling, and forecasting high-dimensional functional time series, also known as functional panel data. Documentation about 'hdftsa' is provided via the paper by Cristian F. Jimenez-Varon, Ying Sun and Han Lin Shang (2024, <doi:10.1080/10618600.2024.2319166>).
Author(s)
Han Lin Shang [aut, cre] (<https://orcid.org/0000-0003-1769-6430>)
Maintainer: Han Lin Shang <hanlin.shang@mq.edu.au>
References
C. F. Jimenez-Varon, Y. Sun and H. L. Shang (2024) Forecasting high-dimensional functional time series: Application to sub-national age-specific mortality, Journal of Computational and Graphical Statistics, 33(4), 1160-1174.
C. F. Jimenez-Varon, Y. Sun and H. L. Shang (2024) Forecasting density-valued functional panel data, Australian and New Zealand Journal of Statistics, under minor revision.
hdftsa documentation built on April 3, 2025, 8:51 p.m.
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| hdftsa-package | R Documentation |
High-dimensional Functional Time Series Analysis
Description
Offers methods for visualizing, modelling, and forecasting high-dimensional functional time series, also known as functional panel data. Documentation about 'hdftsa' is provided via the paper by Cristian F. Jimenez-Varon, Ying Sun and Han Lin Shang (2024, <doi:10.1080/10618600.2024.2319166>).
Author(s)
Han Lin Shang [aut, cre] (<https://orcid.org/0000-0003-1769-6430>)
Maintainer: Han Lin Shang <hanlin.shang@mq.edu.au>
References
C. F. Jimenez-Varon, Y. Sun and H. L. Shang (2024) Forecasting high-dimensional functional time series: Application to sub-national age-specific mortality, Journal of Computational and Graphical Statistics, 33(4), 1160-1174.
C. F. Jimenez-Varon, Y. Sun and H. L. Shang (2024) Forecasting density-valued functional panel data, Australian and New Zealand Journal of Statistics, under minor revision.
R Package Documentation
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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