Time Series Forecasting Auxiliary Functions
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Documentation for package ‘tsaux’ version 1.0.0
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| additive_outlier | Anomaly Creation |
| add_anomaly | Anomaly Component |
| add_anomaly.issm.component | Anomaly Component |
| add_arma | ARMA Component |
| add_arma.issm.component | ARMA Component |
| add_custom | Custom Component |
| add_custom.issm.component | Custom Component |
| add_polynomial | Polynomial Trend Component |
| add_polynomial.issm.component | Polynomial Trend Component |
| add_regressor | Regressor Component |
| add_regressor.issm.component | Regressor Component |
| add_seasonal | Seasonal Trend Component |
| add_seasonal.issm.component | Seasonal Trend Component |
| add_transform | Transform |
| add_transform.issm.component | Transform |
| auto_clean | Automatic Cleaning of Outliers and Temporary Changes |
| auto_regressors | Automatic Detection of Outliers, Trends Breaks and Temporary Changes |
| bias | Forecast Performance Metrics |
| box_cox | Box-Cox transform specification |
| calendar_eom | End of Month Date |
| calendar_eoq | End of Quarter Date |
| calendar_eow | End of Week Date |
| calendar_eoy | End of Year Date |
| check_newxreg | Checks on regressor matrix. |
| check_xreg | Checks on regressor matrix. |
| crps | Forecast Performance Metrics |
| fourier_series | Fourier terms for modeling seasonality |
| future_dates | Generate Regular Interval Future Dates |
| initialize_simulator | Simulator Initializer |
| level_shift | Anomaly Creation |
| lines | Add Connected Line Segments to a Simulation Object |
| lines.issm.component | Add Connected Line Segments to a Simulation Object |
| logit | The logit transformation |
| mape | Forecast Performance Metrics |
| mase | Forecast Performance Metrics |
| mis | Forecast Performance Metrics |
| mixture_modelspec | Ensemble Setup |
| msis | Forecast Performance Metrics |
| mslre | Forecast Performance Metrics |
| pinball | Forecast Performance Metrics |
| plot | Plot Simulation Object |
| plot.issm.component | Plot Simulation Object |
| process_time | POSIXct Processing |
| rmape | Forecast Performance Metrics |
| sampling_frequency | Infers the sampling frequency of a time series |
| sampling_sequence | Sampling frequency sequence |
| seasonality_test | Simple Seasonality Test |
| seasonal_dummies | Seasonal Dummies |
| sigmoid | The sigmoid transformation |
| smape | Forecast Performance Metrics |
| softlogit | The softplus logit transformation |
| temporary_change | Anomaly Creation |
| time_splits | Generate Train/Test Splits |
| tsdecompose | State Decomposition |
| tsdecompose.issm.component | State Decomposition |
| tsensemble | Ensembling of Simulations |
| tsensemble.tssim.mixture | Ensembling of Simulations |
| tslinear | Linear Time Series Filter |
| tstransform | General transformation function |
| wape | Forecast Performance Metrics |
| wse | Forecast Performance Metrics |
| wslre | Forecast Performance Metrics |