BernoulliProdLik

class glimix_core.lik.BernoulliProdLik(link=None)

Product of Bernoulli likelihoods.

The product can be written as

\[\prod_i p_i^{y_i} (1-p_i)^{1-y_i}\]

where \(p_i\) is the probability of success.

Parameters

link (link_func) – Link function establishing \(g(p_i) = x_i\). Defaults to None, which leads to the glimix_core.link.LogitLink link function.

__init__(link=None)

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__([link])	Initialize self.
mean(x)	Outcome mean.
sample(x[, random_state])	Sample from the likelihood distribution.

Attributes

name	Get the name of this likelihood.
outcome	Get or set an array of outcomes.
sample_size	Get the number of samples.