Answer (A) is correct.
Regression analysis is used to find an equation for the linear relationship
among variables. The behavior of the dependent variable is explained in
terms of one or more independent variables. Regression analysis is often
used to estimate a dependent variable (such as cost) given a known
independent variable (such as production).