As a participant, you can archive events. Go to the event and click the grey settings wheel next to the 'Change availability' button'. Click 'archive event' and your event will be archived.
See archived events
Want to see your archived events? Select 'options', top right of the event list, and click on 'Show archived events'. Your archived events will now appear in the event list.