The Time Series Modeling Companion to 'healthyR'


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Documentation for package ‘healthyR.ts’ version 0.1.8

Help Pages

calibrate_and_plot Helper function - Calibrate and Plot
model_extraction_helper Model Method Extraction Helper
step_ts_acceleration Recipes Time Series Acceleration Generator
step_ts_velocity Recipes Time Series velocity Generator
tidy_fft Tidy Style FFT
ts_acceleration_augment Augment Function Acceleration
ts_acceleration_vec Vector Function Time Series Acceleration
ts_auto_recipe Build a Time Series Recipe
ts_calendar_heatmap_plot Time Series Calendar Heatmap
ts_compare_data Compare data over time periods
ts_forecast_simulator Time-series Forecasting Simulator
ts_info_tbl Get Time Series Information
ts_ma_plot Time Series Moving Average Plot
ts_model_auto_tune Time Series Model Tuner
ts_model_compare Compare Two Time Series Models
ts_model_rank_tbl Model Rank
ts_model_spec_tune_template Time Series Model Spec Template
ts_qc_run_chart Quality Control Run Chart
ts_qq_plot Time Series Model QQ Plot
ts_random_walk Random Walk Function
ts_random_walk_ggplot_layers Get Random Walk 'ggplot2' layers
ts_scedacity_scatter_plot Time Series Model Scedacity Plot
ts_sma_plot Simple Moving Average Plot
ts_splits_plot Time Series Splits Plot
ts_to_tbl Coerce a time-series object to a tibble
ts_velocity_augment Augment Function Velocity
ts_velocity_vec Vector Function Time Series Acceleration
ts_vva_plot Time Series Value, Velocity and Acceleration Plot
ts_wfs_arima_boost Auto Arima XGBoost Workflowset Function
ts_wfs_auto_arima Auto Arima (Forecast auto_arima) Workflowset Function
ts_wfs_ets_reg Auto ETS Workflowset Function
ts_wfs_lin_reg Auto Linear Regression Workflowset Function
ts_wfs_mars Auto MARS (Earth) Workflowset Function
ts_wfs_nnetar_reg Auto NNETAR Workflowset Function
ts_wfs_prophet_reg Auto PROPHET Regression Workflowset Function
ts_wfs_svm_poly Auto SVM Poly (Kernlab) Workflowset Function
ts_wfs_svm_rbf Auto SVM RBF (Kernlab) Workflowset Function