Figure 2. Comparison of stochastic differential equation (SDE assuming an Ornstein-Uhlenbeck process) model and linear regression model for three children from Haydom, where both models have three parameters.

The difference between a curve fitting approach (fit globally) and time series approach (based on modelling the change over time) is clearly evident.