R: Forecasting Models for Tidy Time Series

# Forecasting Models for Tidy Time Series

## Documentation for package ‘fable’ version 0.5.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

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

## -- A --

AR | Estimate a AR model
ARFIMA | Estimate an ARFIMA 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

## -- D --

drift | Random walk models

## -- 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.ETS | 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

## -- P --

PDQ | Estimate an ARIMA model
pdq | Estimate an ARIMA model

## -- 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.fbl_ARFIMA | Estimate an ARFIMA 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