5 Covariates and dynamic linear models

This tutorial addresses the following:

• estimation of ARIMA-GARCH models with parameter constraints
• inclusion of covariates in the specification of the variance
• model prediction based on simulations
• estimation of a dynamic linear model using the packages dlm and KFAS
• confidence intervals for quantile-quantile plots.