Bernoulli logistic-regression model (source code)

= Bernoulli logistic-regression model

For binary independent responses, logistic regression sets
$$
Y_i\sim\operatorname{Bernoulli}(p_i),
\qquad
\log\frac{p_i}{1-p_i}=\beta_0+x_i^T\beta.
$$