Multiple selection of rows is not supported by CheckedListbox yet even though SelectionMode property displays option MutiSimple and MultiExtended. But by default you should be able to check multiple check boxes. Note that selecting a row here is not same as checking the check box.
In order Check a checkbox on click of a row then enable the property CheckOnClick
checkedListBox1.CheckOnClick = true;