Instead of selecting a specific time for an event, you can block off an entire day by clicking the checkbox next to “All day” in the event editor.
The new, all-day event time will be saved when you click the “Update” button in the event editor. Note that the event editor’s “Update” button does not have to be clicked until you have modified all event information desired.