foehnix.GaussianFamily

class foehnix.GaussianFamily[source]

Gaussian foehnix mixture model family

__init__()[source]

Initialize the Gaussian Family

Methods

__init__() Initialize the Gaussian Family
density(y, mu, sigma[, logpdf]) Density function of the mixture distribution
loglik(y, post, prob, theta) Calculate log-likelihood sum of the two-component mixture model
posterior(y, prob, theta) Posterior probabilities used for model estimation (EM algorithm)
theta(y, post[, init]) Distribution parameters of the components of the mixture models.