Forecasting Models for Tidy Time Series

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Documentation for package ‘fable’ version 0.3.4

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

Help Pages

AR	Estimate a AR model
ARIMA	Estimate an ARIMA model
breusch_godfrey	Breusch-Godfrey Test
breusch_godfrey.TSLM	Breusch-Godfrey Test
components.ETS	Extract estimated states from an ETS model.
CROSTON	Croston's method
ETS	Exponential smoothing state space model
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
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
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
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
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
MEAN	Mean models
NAIVE	Random walk models
NNETAR	Neural Network Time Series Forecasts
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
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
RW	Random walk models
SNAIVE	Random walk models
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
TSLM	Fit a linear model with time series components
unitroot_options	Options for the unit root tests for order of integration
VAR	Estimate a VAR model