No, you do not have any attendance options when you are not invited.
Background: The visibility of events depends on the privacy settings of the sender. Events whose sender is a public workspace or page are visible for everyone. Only people who follow the respective page or a member of the workspace can attend or otherwise need to be invited manually by the host.
Private events are only visible to followers/members.