Here we present the concept of Hypothesis testing. We start with the simple linear regression model and test for the following:

• Statistical significance of one variable
• Joint statistical significance of all variables taken together

We begin by introducing hypothesis testing, then explaining one tailed and two tailed t tests and end this discussion by explaining test for goodness of fit Continue reading →