All functions

Coffee_Prices

Coffee Prices: Robusta and Arabica

EURO_Brent

Crude Oil Prices: Brent - Europe

Michigan_CS

University of Michigan Consumer Survey, Index of Consumer Sentiment

USUnRate

US Monthly Civilian Unemployment Rate

USVSales

US Monthly Total Vehicle Sales

US_indicators

US Key Indicators - data frame format

USgas

US monthly natural gas consumption

arima_diag()

Diagnostic Plots for ARIMA Models

ccf_plot()

Time Series Cross Correlation Lags Visualization

check_res()

Visualization of the Residuals of a Time Series Model

create_model() add_input() add_methods() remove_methods() add_train_method() add_horizon() build_model() set_error() add_xreg() add_level()

A Functional Approach for Building the train_model Components

forecast_sim()

Forecasting simulation

plot_error()

Plot the Models Error Rates on the Testing Partitions

plot_forecast()

Plotting Forecast Object

plot_grid()

Visualizing Grid Search Results

plot_model()

Plot the Models Performance on the Testing Partitions

res_hist()

Histogram Plot of the Residuals Values

test_forecast()

Visualize of the Fitted and the Forecasted vs the Actual Values

train_model()

Train, Test, Evaluate, and Forecast Multiple Time Series Forecasting Models

ts_cor()

An Interactive Visualization of the ACF and PACF Functions

ts_decompose()

Visualization of the Decompose of a Time Series Object

ts_grid()

Tuning Time Series Forecasting Models Parameters with Grid Search

ts_heatmap()

Heatmap Plot for Time Series

ts_info()

Get the Time Series Information

ts_lags()

Time Series Lag Visualization

ts_ma()

Moving Average Method for Time Series Data

ts_plot()

Plotting Time Series Objects

ts_polar()

Polor Plot for Time Series Object

ts_quantile()

Quantile Plot for Time Series

ts_reshape()

Transform Time Series Object to Data Frame Format

ts_seasonal()

Seasonality Visualization of Time Series Object

ts_split()

Split Time Series Object for Training and Testing Partitions

ts_sum()

Summation of Multiple Time Series Objects

ts_surface()

3D Surface Plot for Time Series

ts_to_prophet()

Transform Time Series Object to Prophet input

xts_to_ts()

Converting 'xts' object to 'ts' object

zoo_to_ts()

Converting 'zoo' object to 'ts' object