Meeting Assigned To/Owner Not showing up on Calendar

It appears that when a meeting is created and assigned to a user, the Assigned To / Owner of the meeting does not show up in the Calendar. The user must be part of the Invited Users in order for you to see the meeting in the calendar.

When creating a meeting you are automatically added as the Owner and invited to the meeting. If later someone removes the owner of the meeting from the invited users the owner no longer sees these meeting on their calendar but can see the meeting on the Dashboard.

Do I have something not set right or is this the way it has always been?
I would think that the meeting owner should automatically be included in the calendar without having to add them to the invited users.

Anyone have any idea on this or am I missing something.