sigmoid_saturation

pymc_marketing.mmm.utils.sigmoid_saturation(x, alpha, lam)

Parameters:

alpha

α (alpha): Represent the Asymptotic Maximum or Ceiling Value.

lam

λ (lambda): affects how quickly the function approaches its upper and lower asymptotes. A higher value of lam makes the curve steeper, while a lower value makes it more gradual.