Regression through the origin: In some of the situations a relationship between the two variables estimated by the regression analysis is expected to pass by the origin because the true mean of the dependent variable is known to be zero when the value of explanatory variable is zero. In such kind of situations the linear regression model is forced to pass through the origin by setting the intercept parameter to zero and estimating only slope parameter.