Package: fable.bayesRecon 0.1.0

fable.bayesRecon: Bayesian Reconciliation in the 'fable' Framework
Implements the 'bayesRecon' probabilistic reconciliation methods within the 'fable' framework for hierarchical time series forecasting. Bayesian reconciliation (bayesRecon) methods are accessed via the 'reconcile' verb, following 'fable' conventions. For methodological background, see Corani et al. (2021) <doi:10.1007/978-3-030-67664-3_13>, Zambon et al. (2024a) <doi:10.1007/s11222-023-10343-y>, Zambon et al. (2024b) <https://proceedings.mlr.press/v244/zambon24a.html>, and Carrara et al. (2025) <doi:10.48550/arXiv.2506.19554>.
Authors:
fable.bayesRecon_0.1.0.tar.gz
fable.bayesRecon_0.1.0.zip(r-4.7)fable.bayesRecon_0.1.0.zip(r-4.6)fable.bayesRecon_0.1.0.zip(r-4.5)
fable.bayesRecon_0.1.0.tgz(r-4.6-any)fable.bayesRecon_0.1.0.tgz(r-4.5-any)
fable.bayesRecon_0.1.0.tar.gz(r-4.7-any)fable.bayesRecon_0.1.0.tar.gz(r-4.6-any)
fable.bayesRecon_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
fable.bayesRecon/json (API)
NEWS
| # Install 'fable.bayesRecon' in R: |
| install.packages('fable.bayesRecon', repos = c('https://dazzimonti.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/dazzimonti/fable.bayesrecon/issues
Last updated from:42dbf69d6c. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 228 | ||
| source / vignettes | OK | 232 | ||
| linux-release-x86_64 | OK | 211 | ||
| macos-release-arm64 | OK | 214 | ||
| macos-oldrel-arm64 | OK | 219 | ||
| windows-devel | OK | 157 | ||
| windows-release | OK | 166 | ||
| windows-oldrel | OK | 137 | ||
| wasm-release | OK | 127 |
Exports:bayesRecon_BUISbayesRecon_MixCondbayesRecon_tbayesRecon_TDcond
Dependencies:anytimebayesReconBHclicpp11digestdistributionaldplyrfabletoolsfarvergenericsggdistggplot2gluegtableisobandlabelinglifecyclelpSolvelubridatemagrittrnloptrnumDerivpillarpkgconfigprogressrpurrrquadprogR6RColorBrewerRcpprlangS7scalesstringistringrtibbletidyrtidyselecttimechangetsibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| BUIS for probabilistic reconciliation of forecasts via conditioning | bayesRecon_BUIS |
| Probabilistic reconciliation of mixed hierarchies | bayesRecon_MixCond bayesRecon_TDcond |
| t-Rec: reconciliation via conditioning with uncertain covariance via multivariate t-distribution | bayesRecon_t |
