Specifically a 'non-sectarian and non-party political' group, RSA membership is open to ex-service personnel, serving or retired members of the armed forces, sworn police officers that are New Zealand or Commonwealth citizens or permanent residents. Associate membership is available to citizens and permanent residents without military nor police connections.
In Australia, the equivalent organisation is the Returned & Services League of Australia.
External Link/Source
Royal New Zealand Returned Services' Association site