Functions for Time Series Analysis and Forecasting

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Documentation for package ‘TSstudio’ version 0.1.7

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

add_horizon	A Functional Approach for Building the 'train_model' Components
add_input	A Functional Approach for Building the 'train_model' Components
add_level	A Functional Approach for Building the 'train_model' Components
add_methods	A Functional Approach for Building the 'train_model' Components
add_train_method	A Functional Approach for Building the 'train_model' Components
add_xreg	A Functional Approach for Building the 'train_model' Components
arima_diag	Diagnostic Plots for ARIMA Models
build_model	A Functional Approach for Building the 'train_model' Components
ccf_plot	Time Series Cross Correlation Lags Visualization
check_res	Visualization of the Residuals of a Time Series Model
Coffee_Prices	Coffee Prices: Robusta and Arabica
create_model	A Functional Approach for Building the 'train_model' Components
EURO_Brent	Crude Oil Prices: Brent - Europe
forecast_sim	Forecasting simulation
Michigan_CS	University of Michigan Consumer Survey, Index of Consumer Sentiment
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
remove_methods	A Functional Approach for Building the 'train_model' Components
res_hist	Histogram Plot of the Residuals Values
set_error	A Functional Approach for Building the 'train_model' Components
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
USgas	US monthly natural gas consumption
USUnRate	US Monthly Civilian Unemployment Rate
USVSales	US Monthly Total Vehicle Sales
US_indicators	US Key Indicators - data frame format
xts_to_ts	Converting 'xts' object to 'ts' object
zoo_to_ts	Converting 'zoo' object to 'ts' object