How do I animate multiple objects with one armature?

I have a character rigged and its working. Now i want to add his hair, eyebrows and such but i cant seem to parent. How do i do this so that it follows the rest of the model when posing?

Parent your mesh to armature with automatic weights and it will follow bones. Tweak weight in weight paint mode if needed.