What is the best way to decide on whether a linear or nonlinear model would be most appropriate?

Multiple Choice

• An evaluation of the subsample of the historical data.
• A review of the dependent variable, the series to be forecast, and the independent variable(s).
• A visual inspection of the data in a graphical format.
• A forecast of the independent variables.