Tidy Tools for Forecasting

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Documentation for package ‘sweep’ version 0.2.5

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add_index Adds a sequential index column to a data frame
arima_string Print the ARIMA model parameters
bats_string Print the BATS model parameters
bike_sales Fictional sales data for bike shops purchasing Cannondale bikes
sweep_package sweep: Extending broom to time series forecasting
sw_augment Augment data according to a tidied model
sw_augment.Arima Tidying methods for ARIMA modeling of time series
sw_augment.bats Tidying methods for BATS and TBATS modeling of time series
sw_augment.default Default augment method
sw_augment.ets Tidying methods for ETS (Error, Trend, Seasonal) exponential smoothing modeling of time series
sw_augment.HoltWinters Tidying methods for HoltWinters modeling of time series
sw_augment.nnetar Tidying methods for Nural Network Time Series models
sw_augment.stlm Tidying methods for STL (Seasonal, Trend, Level) decomposition of time series
sw_augment.StructTS Tidying methods for StructTS (Error, Trend, Seasonal) / exponential smoothing modeling of time series
sw_augment_columns Augments data
sw_glance Construct a single row summary "glance" of a model, fit, or other object
sw_glance.Arima Tidying methods for ARIMA modeling of time series
sw_glance.bats Tidying methods for BATS and TBATS modeling of time series
sw_glance.default Default glance method
sw_glance.ets Tidying methods for ETS (Error, Trend, Seasonal) exponential smoothing modeling of time series
sw_glance.HoltWinters Tidying methods for HoltWinters modeling of time series
sw_glance.nnetar Tidying methods for Nural Network Time Series models
sw_glance.stlm Tidying methods for STL (Seasonal, Trend, Level) decomposition of time series
sw_glance.StructTS Tidying methods for StructTS (Error, Trend, Seasonal) / exponential smoothing modeling of time series
sw_sweep Tidy forecast objects
sw_tidy Tidy the result of a time-series model into a summary tibble
sw_tidy.Arima Tidying methods for ARIMA modeling of time series
sw_tidy.bats Tidying methods for BATS and TBATS modeling of time series
sw_tidy.default Default tidying method
sw_tidy.ets Tidying methods for ETS (Error, Trend, Seasonal) exponential smoothing modeling of time series
sw_tidy.HoltWinters Tidying methods for HoltWinters modeling of time series
sw_tidy.nnetar Tidying methods for Nural Network Time Series models
sw_tidy.stl Tidying methods for STL (Seasonal, Trend, Level) decomposition of time series
sw_tidy.stlm Tidying methods for ARIMA modeling of time series
sw_tidy.StructTS Tidying methods for StructTS (Error, Trend, Seasonal) / exponential smoothing modeling of time series
sw_tidy_decomp Coerces decomposed time-series objects to tibble format.
sw_tidy_decomp.bats Tidying methods for BATS and TBATS modeling of time series
sw_tidy_decomp.decomposed.ts Tidying methods for decomposed time series
sw_tidy_decomp.ets Tidying methods for ETS (Error, Trend, Seasonal) exponential smoothing modeling of time series
sw_tidy_decomp.HoltWinters Tidying methods for HoltWinters modeling of time series
sw_tidy_decomp.stl Tidying methods for STL (Seasonal, Trend, Level) decomposition of time series
sw_tidy_decomp.stlm Tidying methods for STL (Seasonal, Trend, Level) decomposition of time series
tbats_string Print the TBATS model parameters
tidiers_arima Tidying methods for ARIMA modeling of time series
tidiers_bats Tidying methods for BATS and TBATS modeling of time series
tidiers_decomposed_ts Tidying methods for decomposed time series
tidiers_ets Tidying methods for ETS (Error, Trend, Seasonal) exponential smoothing modeling of time series
tidiers_HoltWinters Tidying methods for HoltWinters modeling of time series
tidiers_nnetar Tidying methods for Nural Network Time Series models
tidiers_stl Tidying methods for STL (Seasonal, Trend, Level) decomposition of time series
tidiers_StructTS Tidying methods for StructTS (Error, Trend, Seasonal) / exponential smoothing modeling of time series
validate_index Validates data frame has column named the same name as variable rename_index