Are they locked? By default recent versions of ID don't allow selecting locked objects, but you can change that in the prefs.
Are they on a locked layer?
Can they be selected on the master page? Are they really on a different master on which this one is based?
If you are not on the master page where they live, are you holding the Ctrl/Cmd + Shift keys when you click to select?