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	94.7s
r-devel-linux-x86_64-debian-gcc	NOTE	66.8s
r-devel-linux-x86_64-fedora-clang	NOTE	150.2s
r-devel-linux-x86_64-fedora-gcc	NOTE	143.5s
r-devel-macos-arm64	NOTE	23s
r-devel-windows-x86_64	NOTE	105s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	53s
r-oldrel-windows-x86_64	OK	134s
r-patched-linux-x86_64	NOTE	88.9s
r-release-linux-x86_64	NOTE	86.7s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	64s
r-release-windows-x86_64	NOTE	103s

Check details (13 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'

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 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

Version History

new 0.1.0 Mar 10, 2026