Package: htsDegenerateR 0.1.0

htsDegenerateR: Degenerate Hierarchical Time Series Reconciliation

Takes the MinT implementation of [hts: Hierarchical and Grouped Time Series]<https://cran.r-project.org/package=hts> and adapts it to allow degenerate hierarchical structures. Instead of the "nodes" argument, this function takes an S matrix which is more versatile in the structures it allows. For a demo, see [Degenerate Hierarchical Time Series Reconciliation With The Minimum Trace Algorithm in R]<doi:10.15488/17729>. The MinT algorithm is based on [Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization]<doi:10.1080/01621459.2018.1448825>.

Authors:Louis Steinmeister [aut, cre], Markus Pauly [aut]

htsDegenerateR_0.1.0.tar.gz
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htsDegenerateR.pdf |htsDegenerateR.html
htsDegenerateR/json (API)
NEWS

# Install 'htsDegenerateR' in R:
install.packages('htsDegenerateR', repos = c('https://lsteinmeister.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/lsteinmeister/htsdegenerater/issues

On CRAN:

3.30 score 1 stars 276 downloads 4 exports 1 dependencies

Last updated 1 months agofrom:fcaf7e4ddf. Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 10 2025
R-4.5-winOKJan 10 2025
R-4.5-linuxOKJan 10 2025
R-4.4-winOKJan 10 2025
R-4.4-macOKJan 10 2025
R-4.3-winOKJan 10 2025
R-4.3-macOKJan 10 2025

Exports:accuracy.gtsBUMinTstrucScaling

Dependencies:SparseM