Linear regression set up
Regression analysis does not establish a cause-and-effect relationship, just that there is a relationship.
The cause-and-effect relationship must be determined using a theoretical model or a logical reason.
The dependent variable is a continuous variable.
The independent variables can take any form - continuous or discrete or indicator variables.
The simple linear regression model has one independent variable.
The multiple linear regression model has two or more independent variables.