An important task of statistics is to find the relationship that exists between different variables. In regression problems typically one random variable Y , often called the response variable, is of particular interest. The other dependent variables x 1, …, x k , also called explanatory variables or regressors, are usually non-random and are principally used to predict or explain the behavior of Y .