I am fighting the same problem. I have modified /etc/sysconfig/network to include the NISDOMAIN parameter too, but this doesn't help either.
And if this is really documented in the man pages, please point me to which one. man domainname say that all you have to do is use it as su to set this name, but that does not change it permanently.
