4 Univariate Time Series Modelling
4.1 Introduction
4.2 Linear Stationary Models for Time Series
4.2.1 White Noise Process
4.2.2 Moving Average Model
4.2.3 Autoregressive Model
4.2.4 Autoregressive Moving Average Model
4.3 Nonstationary Models for Time Series
4.4 Forecasting with ARIMA Models
4.5 ARIMA Model Building
4.6 Regression Models for Time Series
Bibliography