Log-odds are a way to represent ... cardiologists can determine the likelihood of patients suffering first-time or repeat heart attacks. Logistic regression models are also widely used in finance ...

Figure 3: Optimal estimates in logistic regression are found iteratively via minimization of the negative log likelihood. In most cases, the maximum-likelihood estimates are unique and optimal.