my.dummy.df takes a data.frame with categorical variables, and returns a data.frame in which all the categorical variables columns are expanded as dummy variables.
The argument contr is passed to the default contr.niets; contr.helmert, contr.poly, contr.sum, contr.treatment are also supported.