Edit or Delete Invoice Items

Edit or Delete Invoice Items

When creating an invoice, I can go to Item, then 'Add Item' with Name, Description, Rate and Tax.
 
Now, how can I 'Edit' an item if I want to change a field, so that everytime I choose it from the list, it has the new information?
 
And, how do I 'Delete' an Item from the items list?