Q.State the Linear Regression model.

$Y=\alpha+\beta X+e$: a linear relation between $Y$ and $X$ with a random error $e$.

The simple linear regression model states that the dependent variable $Y$ depends linearly on the independent variable $X$ together with an unpredictable random error:

$Y=\alpha+\beta X+e,$ …