We use the logistic regression equation to predict the probability of a
dependent variable taking the dichotomy values 0 or 1. Suppose x1, x2,
..., xp are the independent variables, α and βk (k = 1, 2, ..., p) are the
parameters, and E(y) is the expected value of the dependent variable y, then the
logistic regression equation is:
