fableCount

INGARCH and GLARMA Models for Count Time Series in Fable Framework

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

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

11 NOTE

3 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	96.3s
r-devel-linux-x86_64-debian-gcc	NOTE	65.2s
r-devel-linux-x86_64-fedora-clang	NOTE	147.7s
r-devel-linux-x86_64-fedora-gcc	NOTE	142.8s
r-devel-macos-arm64	NOTE	22s
r-devel-windows-x86_64	NOTE	103s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	53s
r-oldrel-windows-x86_64	OK	133s
r-patched-linux-x86_64	NOTE	88.9s
r-release-linux-x86_64	NOTE	87.8s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	64s
r-release-windows-x86_64	NOTE	107s

Check details (16 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-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'

OK r-oldrel-macos-arm64

OK r-oldrel-macos-x86_64

OK r-oldrel-windows-x86_64

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'

Check History

NOTE 3 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 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

Version History

new 0.1.0 Mar 9, 2026