I've seen a lot of tracks over the years, joined with plates, tenons, dowels, all kinds of stuff. The examples here are the best there is. MDF can split unexpectedly when you don't think its stressed at all, so plates, tenons, dowels, etc just can't come out well, especially on an overhead.