Forecasting Models for Tidy Time Series

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Documentation for package ‘fable’ version 0.4.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

A B C E F G I M N R S T U V

-- A --

AR	Estimate a AR model
ARIMA	Estimate an ARIMA model

-- B --

breusch_godfrey	Breusch-Godfrey Test
breusch_godfrey.TSLM	Breusch-Godfrey Test

-- C --

components.ETS	Extract estimated states from an ETS model.
CROSTON	Croston's method

-- E --

ETS	Exponential smoothing state space model

-- F --

fitted.AR	Extract fitted values from a fable model
fitted.ARIMA	Extract fitted values from a fable model
fitted.croston	Extract fitted values from a fable model
fitted.ETS	Extract fitted values from a fable model
fitted.fable_theta	Extract fitted values from a fable model
fitted.model_mean	Extract fitted values from a fable model
fitted.NNETAR	Extract fitted values from a fable model
fitted.RW	Extract fitted values from a fable model
fitted.TSLM	Extract fitted values from a fable model
fitted.VAR	Extract fitted values from a fable model
fitted.VARIMA	Estimate a VARIMA model
forecast.AR	Forecast a model from the fable package
forecast.ARIMA	Forecast a model from the fable package
forecast.croston	Forecast a model from the fable package
forecast.ETS	Forecast a model from the fable package
forecast.fable_theta	Forecast a model from the fable package
forecast.model_mean	Forecast a model from the fable package
forecast.NNETAR	Forecast a model from the fable package
forecast.RW	Forecast a model from the fable package
forecast.TSLM	Forecast a model from the fable package
forecast.VAR	Forecast a model from the fable package
forecast.VARIMA	Estimate a VARIMA model

-- G --

generate.AR	Generate new data from a fable model
generate.ARIMA	Generate new data from a fable model
generate.ETS	Generate new data from a fable model
generate.model_mean	Generate new data from a fable model
generate.NNETAR	Generate new data from a fable model
generate.RW	Generate new data from a fable model
generate.TSLM	Generate new data from a fable model
generate.VAR	Generate new data from a fable model
generate.VARIMA	Estimate a VARIMA model
generate.VECM	Generate new data from a fable model
glance.AR	Glance a AR
glance.ARIMA	Glance an ARIMA model
glance.ETS	Glance an ETS model
glance.fable_theta	Glance a theta method
glance.model_mean	Glance a average method model
glance.NNETAR	Glance a NNETAR model
glance.RW	Glance a lag walk model
glance.TSLM	Glance a TSLM
glance.VAR	Glance a VAR
glance.VARIMA	Estimate a VARIMA model
glance.VECM	Glance a VECM

-- I --

interpolate.ARIMA	Interpolate missing values from a fable model
interpolate.model_mean	Interpolate missing values from a fable model
interpolate.TSLM	Interpolate missing values from a fable model
IRF.ARIMA	Calculate impulse responses from a fable model
IRF.VAR	Calculate impulse responses from a fable model
IRF.VARIMA	Estimate a VARIMA model
IRF.VECM	Calculate impulse responses from a fable model

-- M --

MEAN	Mean models

-- N --

NAIVE	Random walk models
NNETAR	Neural Network Time Series Forecasts

-- R --

refit.AR	Refit an AR model
refit.ARIMA	Refit an ARIMA model
refit.ETS	Refit an ETS model
refit.model_mean	Refit a MEAN model
refit.NNETAR	Refit a NNETAR model
refit.RW	Refit a lag walk model
refit.TSLM	Refit a 'TSLM'
report.AR	Estimate a AR model
report.ARIMA	Estimate an ARIMA model
report.ETS	Exponential smoothing state space model
report.model_mean	Mean models
report.NNETAR	Neural Network Time Series Forecasts
report.RW	Random walk models
report.TSLM	Fit a linear model with time series components
report.VAR	Estimate a VAR model
report.VARIMA	Estimate a VARIMA model
residuals.AR	Extract residuals from a fable model
residuals.ARIMA	Extract residuals from a fable model
residuals.croston	Extract residuals from a fable model
residuals.ETS	Extract residuals from a fable model
residuals.fable_theta	Extract residuals from a fable model
residuals.model_mean	Extract residuals from a fable model
residuals.NNETAR	Extract residuals from a fable model
residuals.RW	Extract residuals from a fable model
residuals.TSLM	Extract residuals from a fable model
residuals.VAR	Extract residuals from a fable model
residuals.VARIMA	Estimate a VARIMA model
RW	Random walk models

-- S --

SNAIVE

Random walk models

-- T --

THETA	Theta method
tidy.AR	Tidy a fable model
tidy.ARIMA	Tidy a fable model
tidy.croston	Tidy a fable model
tidy.ETS	Tidy a fable model
tidy.fable_theta	Tidy a fable model
tidy.model_mean	Tidy a fable model
tidy.NNETAR	Tidy a fable model
tidy.RW	Tidy a fable model
tidy.TSLM	Tidy a fable model
tidy.VAR	Tidy a fable model
tidy.VARIMA	Estimate a VARIMA model
TSLM	Fit a linear model with time series components

-- U --

unitroot_options

Options for the unit root tests for order of integration

-- V --

VAR	Estimate a VAR model
VARIMA	Estimate a VARIMA model
VECM	Estimate a VECM model