Although a rigorous formalization of the regression problem is not necessary in most cases, the theoretical study of the regression problem requires a precise mathematical context than that given in the Regression analysis article.
Very often, and with .
The dependent variable Y is a random variable, i.e. a measurable function:
This variable will be "explained" using other random variables called "factors".
Let . is called number of factors.
We finally define .