1. Background
To be honest, logistic regression (LR) can be quite confusing, since it involves too many new terms, including odds, odds ratio, log odds ratio, log-odds/logit and sigmoid function. People with various backgrounds often explain LR in different ways. In statistics, LR is defined as a…