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fabletools  

Core Tools for Packages in the 'fable' Framework
View on CRAN: Click here


Download and install fabletools package within the R console
Install from CRAN:
install.packages("fabletools")

Install from Github:
library("remotes")
install_github("cran/fabletools")

Install by package version:
library("remotes")
install_version("fabletools", "0.5.0")



Attach the package and use:
library("fabletools")
Maintained by
Mitchell O'Hara-Wild
[Scholar Profile | Author Map]
First Published: 2019-08-08
Latest Update: 2024-03-02
Description:
Provides tools, helpers and data structures for developing models and time series functions for 'fable' and extension packages. These tools support a consistent and tidy interface for time series modelling and analysis.
How to cite:
Mitchell O'Hara-Wild (2019). fabletools: Core Tools for Packages in the 'fable' Framework. R package version 0.5.0, https://cran.r-project.org/web/packages/fabletools. Accessed 11 Apr. 2025.
Previous versions and publish date:
0.1.0 (2019-08-08 16:30), 0.1.1 (2019-09-16 12:50), 0.1.2 (2020-01-29 10:00), 0.1.3 (2020-03-24 08:10), 0.2.0 (2020-06-16 01:40), 0.2.1 (2020-09-04 00:42), 0.3.0 (2021-01-19 08:20), 0.3.1 (2021-03-16 23:10), 0.3.2 (2021-11-29 06:50), 0.3.3 (2023-04-04 16:10), 0.3.4 (2023-10-12 00:40), 0.4.0 (2024-02-09 10:30), 0.4.1 (2024-03-02 08:12), 0.4.2 (2024-04-22 13:22)
Other packages that cited fabletools R package
View fabletools citation profile
Other R packages that fabletools depends, imports, suggests or enhances
Complete documentation for fabletools
Functions, R codes and Examples using the fabletools R package
Some associated functions: MAAPE . accuracy . agg_vec . aggregate_index . aggregate_key . aggregation-vctrs . as-dable . as-fable . as_mable . augment . autoplot.dcmp_ts . autoplot.fbl_ts . autoplot.tbl_ts . bias_adjust . bottom_up . box_cox . combination_ensemble . combination_model . combination_weighted . common_xregs . components . construct_fc . dable-vctrs . dable . decomposition_model . directional_accuracy_measures . distribution_accuracy_measures . distribution_var . estimate . fable-vctrs . fable . fabletools-package . feature_set . features . features_by_pkg . features_by_tag . fitted.mdl_df . forecast . freq_tools . generate.mdl_df . glance . hypothesize.mdl_df . interpolate . interval_accuracy_measures . is_aggregated . is_dable . is_fable . is_mable . is_model . mable-vctrs . mable . mable_vars . middle_out . min_trace . model . model_lhs . model_rhs . model_sum . new-model-class . new_specials . new_transformation . null_model . outliers . parse_model . parse_model_lhs . parse_model_rhs . point_accuracy_measures . reconcile . reexports . refit . register_feature . report . residuals.mdl_df . response . response_vars . scenarios . skill_score . special_xreg . stream . tidy . top_down . traverse . unpack_hilo . validate_formula . 
Some associated R codes: accessors.R . accuracy.R . aggregate.R . box_cox.R . broom.R . compat-purrr.R . components.R . dable.R . definitions.R . dplyr-dable.R . dplyr-fable.R . dplyr-mable.R . equation.R . estimate.R . fable.R . fabletools-package.R . features.R . fitted.R . forecast.R . frequency.R . generate.R . guess.R . hilo.R . hypothesise.R . interpolate.R . lst_mdl.R . mable.R . mdl_ts.R . model.R . model_combination.R . model_decomposition.R . model_null.R . outliers.R . parse.R . plot.R . reconciliation.R . reexports.R . refit.R . report.R . residuals.R . response.R . specials.R . stream.R . tbl_utils.R . temporal_aggregation.R . transform.R . traverse.R . utils.R . vctrs-dable.R . vctrs-fable.R . vctrs-mable.R . xregs.R . zzz.R .  Full fabletools package functions and examples
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