Package: fableCount 0.1.0
Gustavo Almeida
fableCount: INGARCH and GLARMA Models for Count Time Series in Fable Framework
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.
Authors:
fableCount_0.1.0.tar.gz
fableCount_0.1.0.tar.gz(r-4.5-noble)fableCount_0.1.0.tar.gz(r-4.4-noble)
fableCount_0.1.0.tgz(r-4.4-emscripten)fableCount_0.1.0.tgz(r-4.3-emscripten)
fableCount.pdf |fableCount.html✨
fableCount/json (API)
# Install 'fableCount' in R: |
install.packages('fableCount', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 9 months agofrom:0b4eb34a20. Checks:OK: 1 NOTE: 1. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Dec 02 2024 |
R-4.5-linux | NOTE | Dec 02 2024 |
Dependencies:anytimeBHclicolorspacecpp11digestdistributionaldplyrellipsisfablefabletoolsfansifarvergenericsggdistggplot2glarmagluegtableisobandlabelinglatticelifecycleltsalubridatemagrittrMASSMatrixmgcvmunsellnlmenumDerivpillarpkgconfigprogressrpurrrquadprogR6rappdirsRColorBrewerRcpprlangscalesstringistringrtibbletidyrtidyselecttimechangetscounttsibbletsibbledatautf8vctrsviridisLitewithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Extract fitted values from a fable model | fitted.GLARMA |
Extract fitted values from a fable model | fitted.INGARCH |
Forecast a model from the fable package | forecast.GLARMA |
Forecast a model from the fable package | forecast.INGARCH |
Glance a GLARMA model | glance.GLARMA |
Glance a INGARCH model | glance.INGARCH |
Estimate a GLARMA model | GLARMA |
Estimate a INGARCH model | INGARCH |
Extract residuals from a fable model | residuals.GLARMA |
Extract residuals from a fable model | residuals.INGARCH |
Tidy a fable model | tidy.GLARMA |
Tidy a fable model | tidy.INGARCH |