why exponential model may be better choice for modelling data than the linear model.

Answer 1

If the change of something tends to be proportional to its present value, exponential fit works best.

dx/dt = k x

dx/x = k dt

ln x = k t + c

e^ln x = e^(kx+c)

x = e^kx * e^c

x = C e^kx