setup | problem with model.matrix() function | ModelMatixModel comes to rescue | fit data to create ModelMatixModel object | transform new data | dummy variable | keep first dummy variable | dummy variable with interaction | keep 1st dummy variable | remove 1st dummy variable | invalid level in new data | poly() in formula | scale and center