Question

a) Distinguish between regression analysis and correlation analysis

Answer 1

Correlation, as the name suggest, is a measure of the degree to which two variables are related. For instance, if x and y are two variables, correlation would be a linear association between them. Regression, on the other hand, tells us the exact kind of linear association that exists between those two variables.