likelihood#

Module containing the likelihood functions used in Pastas for solvers.

These likelihood functions are used in conjunction with Bayesian approaches (e.g., MCMC) to compute the likelihood of the model given the data.

Classes#

LikelihoodBase

Abstract base class for likelihood functions.

GaussianLikelihood

Gaussian likelihood function for homoscedastic, uncorrelated errors.

GaussianLikelihoodAr1

Gaussian likelihood function for homoscedastic, autocorrelated residuals.