On the Use of Bayesian Models in Time Series Analysis

The Bayesian modeling allows very flexible handling of time series data. This is realized by the explicit representation of possible alternative situations by the model. The negative psychological reaction to the use of Bayesian models can be eliminated once we know how to handle the models.