BATS_FORECAST

BATS Model

• The BATS (Box-Cox transformation, ARMA errors, Trend, and Seasonal components) model is a flexible time series forecasting method designed to handle complex seasonal patterns, non-stationarity, and heteroscedasticity (changing variance over time).
• It is particularly useful for data with multiple seasonal cycles, such as daily sales data with both weekly and yearly seasonality.