11.5 Example: predictive simulation to check the fit of a time-series model

  • This section illustrates predictive simulation for time series fit.

  • Basic idea to to visually examine the simulated time series, and check test statistics (he uses a measure of jaggedness).

  • One key observation: The point is not to reject the model, but rather to see if the model captures some particular aspect of the data.