After estimating a model, you can validate whether it reproduces the system behavior within acceptable bounds. Iterate between model refinement and validation until you find the simplest model that best captures the system dynamics.
Procedures for refining model parameters after estimating a model or constructing the model with initial parameter guesses.
This example shows how to estimate an initial model and refine it using
This example shows how to refine models for which you have initial parameter guesses.
Introduction to validating models and supported model plots.
Adjust your modeling strategy based on model-validation results.
This example shows how NRMSE fit values computed by model identification functions and by the
compare function can differ because of differences in initial conditions and prediction horizon settings.