Data Driven Modeling of (Non)Linear Dynamic Systems

How can I extract a model from my experiments? How can I estimate a parameter value from my data? What is the impact of disturbances on the quality of my results? What is the “best” model that I can obtain from a given data set? Should I use a nonlinear model, or will a linear model do? These questions will be addressed on this website.