The level of significance,
or alpha, that was used in this study was 0.05. In a multiple regression model for
statistical analysis, there are statistical assumptions and variances in each individual test.
The most important assumptions and ways to test for variances in this study were normal
distribution of errors and variables, independence of observations, and the linearity of
independent and dependent variables.