"Deuteronomy fifteen one" would also be a perfectly acceptable way to read it, as most people would assume you're referring to a chapter and verse.
oristarA wrote:Chapter fifteenth, verse first? Or Chapter fifteen, verse one?
The 2nd one is correct, but note that the first one would also be OK
if it was rewritten as "Fifteenth chapter, first verse."