Data Generating Functions

healthyR.ts functions that generate data

ts_random_walk()

Random Walk Function

tidy_fft()

Tidy Style FFT

Plotting Functions

healthyR.ts plotting functions

ts_random_walk_ggplot_layers()

Get Random Walk ggplot2 layers

ts_qc_run_chart()

Quality Control Run Chart

ts_ma_plot()

Time Series Moving Average Plot

ts_sma_plot()

Simple Moving Average Plot

ts_calendar_heatmap_plot()

Time Series Calendar Heatmap

ts_splits_plot()

Time Series Splits Plot

ts_vva_plot()

Time Series Value, Velocity and Acceleration Plot

ts_qq_plot()

Time Series Model QQ Plot

ts_scedacity_scatter_plot()

Time Series Model Scedacity Plot

Time Filtering Functions

healthyR.ts time based filtering functions

ts_compare_data()

Compare data over time periods

Time Series Forecasting and Simulation

healthyR.ts time series forecasting and simulation functions

ts_forecast_simulator()

Time-series Forecasting Simulator

Time Series Recipes

healthyR.ts automatic time series recipe functions

ts_auto_recipe()

Build a Time Series Recipe

Time Series Auto Workflowsets

healthyR.ts automatic time series workflow set functions

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

Time Series Vector Functions

healthyR.ts vectorized Functions

ts_acceleration_vec()

Vector Function Time Series Acceleration

ts_velocity_vec()

Vector Function Time Series Acceleration

Time Series Augment Functions

healthyR.ts augmenting Functions

ts_acceleration_augment()

Augment Function Acceleration

ts_velocity_augment()

Augment Function Velocity

Time Series Recipe Step Functions

healthyR.ts step functions

step_ts_acceleration()

Recipes Time Series Acceleration Generator

step_ts_velocity()

Recipes Time Series velocity Generator

Time Series Helper Functions

healthyR.ts helper Functions

calibrate_and_plot()

Helper function - Calibrate and Plot

model_extraction_helper()

Model Method Extraction Helper

ts_info_tbl()

Get Time Series Information

ts_to_tbl()

Coerce a time-series object to a tibble

ts_model_auto_tune()

Time Series Model Tuner

ts_model_spec_tune_template()

Time Series Model Spec Template

ts_model_compare()

Compare Two Time Series Models

ts_model_rank_tbl()

Model Rank