Simultaneous vs sequential for modeling parent AND metabolites in pop PK

Dear All, I know this is an old topic but would like to see the statistics. When you have to develop a pop PK model for both parent and active metabolites, which approach do you prefer or have you used most: simultaneous or sequential? Which way do you think is more scientific? I heard comments saying that the simultaneous approach is not scientific. Thanks, Alan