Core Tools for Packages in the 'fable' Framework

Documentation for package ‘fabletools’ version 0.1.3

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fabletools: Core Tools for Packages in the 'fable' Framework

-- A --

accuracy	Evaluate accuracy of a forecast or model
accuracy.fbl_ts	Evaluate accuracy of a forecast or model
accuracy.mdl_df	Evaluate accuracy of a forecast or model
ACF1	Point estimate accuracy measures
aggregate_key	Expand a dataset to include other levels of aggregation
as_dable	Coerce to a dable object
as_dable.tbl_df	Coerce to a dable object
as_dable.tbl_ts	Coerce to a dable object
as_fable	Coerce to a fable object
as_fable.fbl_ts	Coerce to a fable object
as_fable.grouped_df	Coerce to a fable object
as_fable.grouped_ts	Coerce to a fable object
as_fable.tbl_df	Coerce to a fable object
as_fable.tbl_ts	Coerce to a fable object
as_mable	Coerce a dataset to a mable
as_mable.tbl_df	Coerce a dataset to a mable
augment.mdl_df	Augment a mable
augment.mdl_ts	Augment a mable
autolayer.fbl_ts	Plot a set of forecasts
autolayer.tbl_ts	Plot time series from a tsibble
autoplot.dcmp_ts	Decomposition plots
autoplot.fbl_ts	Plot a set of forecasts
autoplot.tbl_ts	Plot time series from a tsibble

-- B --

bias_adjust	Bias adjust back-transformation functions
box_cox	Box Cox Transformation

-- C --

coef.mdl_df	Extract model coefficients from a mable
coef.mdl_ts	Extract model coefficients from a mable
combination_ensemble	Ensemble combination
combination_model	Combination modelling
common_periods	Extract frequencies for common seasonal periods
common_periods.default	Extract frequencies for common seasonal periods
common_periods.interval	Extract frequencies for common seasonal periods
common_periods.tbl_ts	Extract frequencies for common seasonal periods
components.mdl_df	Extract components from a fitted model
components.mdl_ts	Extract components from a fitted model
construct_fc	Construct a new set of forecasts
CRPS	Distribution accuracy measures

-- D --

dable	Create a dable object
decomposition_model	Decomposition modelling
distribution_accuracy_measures	Distribution accuracy measures
dist_mv_normal	Distributions for intervals
dist_normal	Distributions for intervals
dist_sim	Distributions for intervals
dist_unknown	Distributions for intervals

-- E --

estimate	Estimate a model
estimate.tbl_ts	Estimate a model

-- F --

fable	Create a fable object
fabletools	fabletools: Core Tools for Packages in the 'fable' Framework
features	Extract features from a dataset
features_all	Extract features from a dataset
features_at	Extract features from a dataset
features_by_pkg	Features by package
features_by_tag	Features by tag
features_if	Extract features from a dataset
feature_set	Create a feature set from tags
fitted.mdl_df	Extract fitted values from models
fitted.mdl_ts	Extract fitted values from models
forecast	Produce forecasts
forecast.mdl_df	Produce forecasts

-- G --

generate.mdl_df	Generate responses from a mable
generate.mdl_ts	Generate responses from a mable
GeomForecast	Forecast plot
geom_forecast	Forecast plot
get_frequencies	Extract frequencies for common seasonal periods
get_frequencies.character	Extract frequencies for common seasonal periods
get_frequencies.NULL	Extract frequencies for common seasonal periods
get_frequencies.numeric	Extract frequencies for common seasonal periods
get_frequencies.Period	Extract frequencies for common seasonal periods
glance.mdl_df	Glance a mable
glance.mdl_ts	Glance a mable
guide_level	Level shade bar guide

-- H --

-- I --

interpolate.mdl_df	Interpolate missing values
interpolate.mdl_ts	Interpolate missing values
interval_accuracy_measures	Interval estimate accuracy measures
invert_transformation	Create a new modelling transformation
inv_box_cox	Box Cox Transformation
is_aggregated	Is the element an aggregation of smaller data
is_fable	Is the object a fable
is_hilo	Is the object a hilo
is_mable	Is the object a mable
is_model	Is the object a model

-- M --

MAAPE	Mean Arctangent Absolute Percentage Error
mable	Create a new mable
MAE	Point estimate accuracy measures
MAPE	Point estimate accuracy measures
MASE	Point estimate accuracy measures
ME	Point estimate accuracy measures
min_trace	Minimum trace forecast reconciliation
model	Estimate models
model.tbl_ts	Estimate models
model_lhs	Extract the left hand side of a model
model_rhs	Extract the right hand side of a model
model_sum	Provide a succinct summary of a model
MPE	Point estimate accuracy measures
MSE	Point estimate accuracy measures

-- N --

new_fcdist	Create a forecast distribution object
new_fcdist_env	Create a forecast distribution object
new_hilo	Construct hilo intervals
new_model_class	Create a new class of models
new_model_definition	Create a new class of models
new_specials	Create evaluation environment for specials
new_transformation	Create a new modelling transformation

-- P --

parse_model	Parse the model specification for specials
parse_model_lhs	Parse the RHS of the model formula for transformations
parse_model_rhs	Parse the RHS of the model formula for specials
percentile_score	Distribution accuracy measures
point_accuracy_measures	Point estimate accuracy measures

-- R --

reconcile	Forecast reconciliation
reconcile.mdl_df	Forecast reconciliation
refit.mdl_df	Refit a mable to a new dataset
refit.mdl_ts	Refit a mable to a new dataset
register_feature	Register a feature function
report	Report information about an object
residuals.mdl_df	Extract residuals values from models
residuals.mdl_ts	Extract residuals values from models
response	Extract the response variable from a model
RMSE	Point estimate accuracy measures

-- S --

scale_level	Level colour scales
scale_level_continuous	Level colour scales
scale_level_gradient	Level colour scales
StatForecast	Forecast plot
stream	Extend a fitted model with new data
stream.mdl_df	Extend a fitted model with new data

-- T --

tidy.mdl_df	Extract model coefficients from a mable
tidy.mdl_ts	Extract model coefficients from a mable
traverse	Recursively traverse an object

-- V --

Validate the user provided model

-- W --

Interval estimate accuracy measures