Is there any way to eliminate the Delete Confirmation dialog box that pops up when I delete an object?

By default, a Delete Confirmation dialog is displayed when you attempt to delete an object. To unset Delete Confirmation, select User Preferences from the Main Window Options menu, click on the Behavior tab, and unselect the Confirm Delete Actions toggle.