Since most of the masthead was painted, including the cheeks, I would think in model form it wouldn't make much difference the material, since painted wood and painted metal look so much alike unless you are modeling in a very large scale. My impression though is that in most cases the cheeks were wood.
I'd think iron checks would have a somewhat different shape. If they have the classic s-curved shape I'd think wood.