Whenever you are occupied with an event, you can set your status during that event as "Busy". When others view your schedule using the Free/Busy option, they will find you engaged on that time slot, hence you will not be requested for an appointment.

1. Click on "Create Event" link.
2. Enable the check box "Mark as busy".
3. Save the event to update the changes.