Version 0.1.6

Version 0.1.5 is now available on CRAN

Package license

New functions

train_model - a flexible framework for training, testing, evaluating, and forecasting models. This function provides the ability to run multiple models with backtesting or single training/testing partitions plot_model - animation the performance of the train_model output on the backtesting partitions * plot_error - plotting the error distribution of the train_model output * ts_cor - for acf and pacf plots with seasonal lags * arima_diag - a diagnostic plot for identify the AR, MA and differencing components of the ARIMA model

Deprecated functions

Fix errors * ts_seasonal - aligning the box plot color * ts_plot - setting the dash and marker mode for multiple time series

Version 0.1.4 is now available on CRAN

New functions * forecast_sim - creating different forecast paths for forecast objects (when applicable), by utilizing the underline model distribution with the simulate function * ts_grid - tuning time series models with grid search approach using backtesting method. Currently, support only the Holt-Winters model * plot_grid - plotting the output of the ts_grid function

Fix errors * ts_plot, test_forecast - avoid default setting of the plot_ly function, and set explicitly the plot setting (e.g., color, line mode, etc.). This allows using the function with the plotly subplot function * ts_seasonal - define the order of the frequency units of the box plot option plot_forecast - fixing a gap between the forecast values and the time (x-axis) values

Version 0.1.3 is now available on CRAN

Version 0.1.2 is now available on CRAN

New functions: * ts_backtesting - a horce race of multiple forecasting models with backtesting * ts_quantile - time series quantile plot for time series data * ts_seasonal - supports multiple inputs and new color palattes

Version 0.1.1 is now available on CRAN

What’s new: * New options for the seasonality plot * Heatmap and surface plots * Polar plot * Converting function from xts and zoo to ts class * Spliting function for ts object for training and testing partitions

Updates for the development version ( on Github

Version 0.1.0 is now available on CRAN