(3-1)
Pi is a probability that Yi = 1, Xi is a set of independent variables while and
are an intercept and a set of coefficients to be estimated corresponding to a logistic
distribution. Taking a natural logarithm of an equation (3-1) above, we obtain
where β1 β2