R: Time Series Forecasting Auxiliary Functions

# Time Series Forecasting Auxiliary Functions

## Documentation for package ‘tsaux’ version 1.0.2

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

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