Time series analysis refers to statistical technqies to understand and predict time series data. Most of the classic technqies are linear, including moving averages and ARMA (Auto Regressive Moving Average) models. There are also non-statistical AI methods for dealing with time series, such as recurrent neuarl networks and attention mechanisms
Used on Chap. 14: pages 332, 341