Parameter Information Content During Model Identification Experiments

In the identification of physiological systems it is often of practical interest knowing which time intervals during experiments provide most information on specific estimated model parameters. A common approach is based on visual inspection of the time courses of model output sensitivities determined for each parameter separately. This kind of analysis is however limited if strong correlation between parameter estimates is present. For this...