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fableCount

INGARCH and GLARMA Models for Count Time Series in Fable Framework

v0.1.0 · Apr 5, 2024 · MIT + file LICENSE
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Description

Provides a tidy R interface for count time series analysis. It includes implementation of the INGARCH (Integer Generalized Autoregressive Conditional Heteroskedasticity) model from the 'tscount' package and the GLARMA (Generalized Linear Autoregressive Moving Averages) model from the 'glarma' package. Additionally, it offers automated parameter selection algorithms based on the minimization of a penalized likelihood.

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CRAN Check Status

13 NOTE
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (15 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespace in Imports field not imported from: ‘tsibbledata’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespace in Imports field not imported from: ‘tsibbledata’
  All declared Imports should be used.
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'GLARMA.R' 'GLARMA.Rd' 'INGARCH.R' 'INGARCH.Rd' 'fitted.GLARMA.Rd'
    'fitted.INGARCH.Rd' 'forecast.GLARMA.Rd' 'forecast.INGARCH.Rd'
    'glance.GLARMA.Rd' 'glance.INGARCH.Rd' 'residuals.GLARMA.Rd'
    'residuals.INGARCH.Rd' 'tidy.GLARMA.Rd' 'tidy.INGARCH.Rd'
NOTE r-oldrel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-oldrel-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘INGARCH.R’
NOTE r-oldrel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'GLARMA.R' 'GLARMA.Rd' 'INGARCH.R' 'INGARCH.Rd' 'fitted.GLARMA.Rd'
    'fitted.INGARCH.Rd' 'forecast.GLARMA.Rd' 'forecast.INGARCH.Rd'
    'glance.GLARMA.Rd' 'glance.INGARCH.Rd' 'residuals.GLARMA.Rd'
    'residuals.INGARCH.Rd' 'tidy.GLARMA.Rd' 'tidy.INGARCH.Rd'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'GLARMA.R' 'GLARMA.Rd' 'INGARCH.R' 'INGARCH.Rd' 'fitted.GLARMA.Rd'
    'fitted.INGARCH.Rd' 'forecast.GLARMA.Rd' 'forecast.INGARCH.Rd'
    'glance.GLARMA.Rd' 'glance.INGARCH.Rd' 'residuals.GLARMA.Rd'
    'residuals.INGARCH.Rd' 'tidy.GLARMA.Rd' 'tidy.INGARCH.Rd'

Check History

NOTE 3 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-devel-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'GLARMA.R' 'GLARMA.Rd' 'INGARCH.R' 'INGARCH.Rd' 'fitted.GLARMA.Rd'
    'fitted.INGARCH.Rd' 'forecast.GLARMA.Rd' 'forecast.INGARCH.Rd'
    'glance.GLARMA.Rd' 'glance.INGARCH.Rd' 'residuals.GLARMA.Rd'
    'residuals.INGARCH.Rd' 'tidy.GLARMA.Rd' 'tidy.INGARCH.Rd'
NOTE r-patched-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-release-linux-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-release-macos-arm64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘GLARMA.Rd’ ‘INGARCH.R’ ‘INGARCH.Rd’ ‘fitted.GLARMA.Rd’
    ‘fitted.INGARCH.Rd’ ‘forecast.GLARMA.Rd’ ‘forecast.INGARCH.Rd’
    ‘glance.GLARMA.Rd’ ‘glance.INGARCH.Rd’ ‘residuals.GLARMA.Rd’
    ‘residuals.INGARCH.Rd’ ‘tidy.GLARMA.Rd’ ‘tidy.INGARCH.Rd’
NOTE r-release-macos-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    ‘GLARMA.R’ ‘INGARCH.R’
NOTE r-release-windows-x86_64

DESCRIPTION meta-information

Missing dependency on R >= 4.1.0 because package code uses the pipe
  |> or function shorthand \(...) syntax added in R 4.1.0.
  File(s) using such syntax:
    'GLARMA.R' 'GLARMA.Rd' 'INGARCH.R' 'INGARCH.Rd' 'fitted.GLARMA.Rd'
    'fitted.INGARCH.Rd' 'forecast.GLARMA.Rd' 'forecast.INGARCH.Rd'
    'glance.GLARMA.Rd' 'glance.INGARCH.Rd' 'residuals.GLARMA.Rd'
    'residuals.INGARCH.Rd' 'tidy.GLARMA.Rd' 'tidy.INGARCH.Rd'

Dependency Network

Dependencies Reverse dependencies fabletools tscount glarma fable dplyr tsibble tibble tidyr distributional lubridate stringr tsibbledata fableCount

Version History

1 tracked
new 0.1.0 Mar 10, 2026

R Observatory began tracking this package on Mar 10, 2026; it first appeared on CRAN Apr 5, 2024. Releases before tracking aren’t shown.