In the Airport control panel there's a check box for "Allow selection of closed networks", which when checked will allow selecting "Other" under network, which in turn will allow entering your SSID and password (probably will have to be in hex notation.) It worked for me in 9.2.2. In earlier OSes it may just be easier to un-hide your network temporarily to log in. Once logged in, the Mac should remember the network next time.