Before revision:  However, while non-existence is a well-studied issue for binary choice models , it presents significant challenges for other models as well and is not as well understood in more general settings.
After revision:  Though nonexistence is a well known problem in the binary choice literature , it presents significant challenges for other models as well and is not as well understood in more general settings.