In the month, week, or day view, just click or mouseover on the event and the Event Information bubble will display. From the Actions drop down menu, select Delete Event .
You can also delete an event by selecting the 'Edit Event' button on the Event Information bubble. On the bottom of the Edit Event window, select 'Delete Event' button as show below.