Jeff Harrison

Practical in its approach, Applied Bayesian Forecasting and Time Series Analysis provides the theories, methods, and tools necessary for forecasting and the analysis of time series. The authors unify the concepts, model forms, and modelling requirements within the framework of the dynamic linear model (DLM). They include a complete theoretical development of the DLM and illustrate each step with analysis...