In this SEEC Stats Toolbox Seminar, Birgit Erni talks about when and why we need time series models. She describes some basic models and definitions (white noise, AR1, MA, random walk, stationarity) and then provides more in-depth detail on three approaches to time series modelling: ARIMA, Regression, Structural time series / state-space models.