One of the main concerns about the model is that the dependent variable is bound between
0 and 1. In these cases, the direct use of the ordinary least squares regression is problematic. Expected values based on regression coefficients can fall outside of the possible range of the dependent variable. One way to handle this is to apply a logit transformation: