Deriving OLS Estimates for a Simple Regression Model

The Simple Regression:

In Econometrics, a simple regression is a tool used to establish a relationship between 2 variables. One of the variables (Y) is called the dependent variable or the regressand, while the other variable (X) is called the independent variable or the regressor. Mathematically, a simple regression model is expressed as: