If we use a logistic model, we do not have the problem of suggesting risks greater than 1 or less than 0 for some values of X: E[1{outcome = 1} ] = exp(a+bX)
REGRESSION MODELS AND POLYTOMOUS VARIABLES Joel Mefford [email protected] 03/02/2012.