This module contains the noise models available in Pastas.
A Noise model may be used to transform the residual series into a noise series that better represents white noise.
By default, a noise model is added to a Pastas model. It is possible to replace the default model with different models as follows:
>>> n = ps.ArmaModel() >>> ml.add_noisemodel(n)
or, to delete the noise model from the model:
ARMA(1,1) Noise model to simulate the noise as defined in [collenteur_2020].
Noise model with exponential decay of the residuals and weighting.