Package: icomb
Title: Forecasting Hierarchical Time Series Using Information
        Combination
Version: 0.2.0
Authors@R: 
    c(person(given = "Shanika", 
             family = "Wickramasuriya", 
             email = "shanika.wickramasuriya@monash.edu", 
             role = c("aut", "cre", "cph")),
      person(given = "Mitchell",
             family = "O'Hara-Wild",
             role = "ctb"),
      person(given = "Nuwani", 
             family = "Palihawadana", 
             role = "ctb"),
      person(given = "Minh",
             family = "Nguyen",
             role = "ctb"))
Description: Implements the Information Combination (IComb) approach
        proposed by Nguyen, Vahid and Wickramasuriya
        (2025)<https://www.monash.edu/business/ebs/research/publications/ebs/2025/wp11-2025.pdf>
        for hierarchical forecast reconciliation. The method combines
        information from base forecasts constructed using different
        information sets while ensuring coherence. It is implemented
        using a penalized regression-based framework.
License: GPL (>= 3)
Language: en-US
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Imports: cli, distributional, dplyr, fabletools (>= 0.7.0),
        future.apply, generics, glmnet, progressr, purrr, tsibble,
        vctrs
Suggests: broom, fable, feasts, forecast, future, ggplot2, ggtime, hts,
        knitr, lubridate, plotly, rmarkdown, spelling, testthat (>=
        3.0.0), tibble, tidyr
VignetteBuilder: knitr
Depends: R (>= 4.1.0)
Config/testthat/edition: 3
URL: https://shanikalw.github.io/icomb/,
        https://github.com/ShanikaLW/icomb
BugReports: https://github.com/ShanikaLW/icomb/issues
Config/pak/sysreqs: libicu-dev
Repository: https://shanikalw.r-universe.dev
Date/Publication: 2026-05-28 10:04:25 UTC
RemoteUrl: https://github.com/shanikalw/icomb
RemoteRef: HEAD
RemoteSha: 9a54ca6468937886599c5a1ab686c1a65d4af8e1
NeedsCompilation: no
Packaged: 2026-10-23 07:06:20 UTC; root
Author: Shanika Wickramasuriya [aut, cre, cph],
  Mitchell O'Hara-Wild [ctb],
  Nuwani Palihawadana [ctb],
  Minh Nguyen [ctb]
Maintainer: Shanika Wickramasuriya <shanika.wickramasuriya@monash.edu>