The formula overall represents the linear combination of the explanatory variables being transformed into a probability using the logistic (or sigmoid) function ... is used to derive the p-value using ...

In this function, the probability is the percentage of a dataset's distribution that falls between two criteria. PDF is commonly used by financial analysts to understand how returns are ...