pastas.noisemodelsΒΆ

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.

Examples

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:

>>> ml.del_noisemodel()

Classes

ArmaModel

ARMA(1,1) Noise model to simulate the noise as defined in [collenteur_2020].

NoiseModel

Noise model with exponential decay of the residuals and weighting.

NoiseModelBase