Just stumbled across another way to delete or move calendar items.
Click on the white space of the item, not on any of the words as that will open the item. Hit the Delete key on your keyboard; it will let you delete it just like that. Saves having to view the item first. Bit of useless information for the day. 🙂 You can also just click and drag them to other dates in this view.